Smart Rivers · River Eyes — Middle Rio Grande Monitoring

Active Sensor Stations

16 / 16

100% reporting · LoRaWAN mesh

Drying Alerts (24h)

Isleta Reach · active intermittency

Lowest Reach Flow

78 cfs

Bosque Farms · below 80 trigger

Data Latency

27 sec avg

P95 41s · 99.9% uptime SLA

Live Sensor Network · Cochiti → Elephant Butte

16 stations · 4 LoRaWAN gateways · 3 USGS reference gauges

Online Degraded Dry / Alert Gateway USGS

Active Alerts

6 unacknowledged

River Stage · USGS Gauges

Last 7 days · cfs · dashed lines = PWS flow triggers

Air Temp & Precipitation

Reach met stations · last 48 hr

Bank Soil Moisture

4 lateral-pool sensors · last 48 hr · VWC %

Sensor Station Roster

Sort by any column · click station for timeseries

Station ID	Reach	Lat / Lon	Sensor Types	Last Reading	Battery	RSSI (dBm)	Status

Daily Summary · Auto-Generated 04:58 AM MDT

PWS 05:00 AM deliverable · pre-drafted for Reclamation + USFWS

Ready to send · pending acknowledgment

Toreclamation-ops@usbr.gov · rgsm-team@fws.gov

FromRiverEyes@iot-logiq.smartrivers.senzary.com

SubjectRIVER EYES 04/20 · Daily Drying & Flow Brief

RIVER EYES 04/20: Isleta Reach showing intermittency from RM 154 to RM 148 (6.2 mi dry channel). 14 lateral pools detected, est. 230 stranded fish. Bosque Farms gauge 78 cfs (below 80 trigger). San Acacia 287 cfs. Albuquerque 112 cfs. Rewet probability next 24h: LOW. AI imagery confirms 4 of 14 pools at risk. — IoT-LogIQ Smart Rivers

📎 drying_extent_20260420.gdb 📎 pool_photos_20260420.zip (14) 📎 flow_estimates_20260420.csv

Isleta Reach · Drying Front Geometry

RM 154 → RM 148 · 6.2 mi dry channel · 14 pools · drone + AI-cam classified

Dry channel At-risk pool Stable pool

Playback / Forecast Scrubber Apr 20, 2026 · 04:58 MDT (now)

-7d-5d-3d-1dNOW+1d+2d+3d

Current Dry Extent

6.2 mi

Isleta Reach · 14 pools · 4 at-risk · RM 154 → RM 148

DRY

+0.8 mi · 24hr

Dry Channel Extent · 14d Actual + 72hr Forecast

Miles · shaded band = ±0.8 mi 95% confidence interval

Reach At-Risk Heatmap · Next 7 Days

Per-reach daily drying-risk score · green <30 · amber 30-65 · red >65

Next Reach Predicted to Fail

San Acacia

82%within 48 hr

USGS 08354900 projected 241 cfs (below 300 PWS trigger) by 22:00 MDT · model v2.3

BUOY-S02 · DO CRITICAL

Dissolved oxygen 3.2 mg/L (below 4 mg/L RGSM stress threshold) · 4 PIT-tagged Rio Grande Silvery Minnows detected in isolated pool · fish salvage crew dispatched 06:12 MDT

Smart Buoy Roster · 8 LoRaWAN Buoys

2 buoys per reach · deepest-pool anchored · multiparameter WQ + acoustic

BUOY-S02 · DO & Water Temperature · 48 hr

Dissolved oxygen (mg/L) · water temp (°C) · dashed line = 4 mg/L stress threshold

CRITICAL

Depth-to-Bottom & Pool Isolation · 7 days

4-point thermistor chain · pool volume shrinking

Nutrients · Nitrate-N & Phosphate · 48 hr

ISE probe · spike correlates with 04/18 rain event

Acoustic Hydrophone · RGSM PIT-Tag Detections (Last 24 hr)

AQUARTIS 69 kHz array · auto-correlated with USFWS tag registry

Timestamp MDT	PIT Tag ID	Buoy	Reach	Signal (dB re 1 µPa)	Size Class	Status

Isleta Reach · 14 Pools Ranked by Urgency

Color = urgency score (vol × DO × dry-rate) · click pool for fish census

Critical (<24hr) High (24-72hr) Stable

Active Salvage Orders

3 open orders · auto-dispatched 06:12 MDT

Time-to-Dry Estimator · Top 8 Pools

Predictive model v2.3 · assumes current flow trajectory

Pool ID	Volume (gal)	Est. Fish	Dry Time (hr)	DO (mg/L)	Action

Salvage Log · Today

Completed relocations · chain-of-custody logged to USFWS permit

Time MDT	Pool	RGSM	Other Spp.	Relocation	Crew	USFWS Permit #

USFWS Section 10 Take Report Draft · 04:58 MDT

Auto-drafted from today's salvage log · ESA Section 10(a)(1)(A) permit TE-066025-4

Ready for review

Torgsm-recovery@fws.gov · nm-esa-compliance@fws.gov

FromRiverEyes@iot-logiq.smartrivers.senzary.com

SubjectMRG RGSM Section 10 Take Report · 04/20/2026

SECTION 10 TAKE REPORT · 04/20/2026: Under TE-066025-4, 142 Rio Grande Silvery Minnows (68 adult, 74 juvenile) were captured during emergency salvage from 3 isolated pools in the Isleta Reach (RM 152.4, RM 151.1, RM 149.8). All specimens released live at Los Lunas refugia pool (RM 156.2, DO 7.8 mg/L, 22°C). Incidental take: 6 RGSM mortality (4.2%), 3 Rio Grande Sucker, 2 Red Shiner. Chain-of-custody logged by Crew-Alpha (Lead: M. Vigil, USFWS 10(a)(1)(A) authorized). Genetic tissue samples (n=12) shipped to Dexter NFH. Attached: field datasheets, geo-referenced photos, salvage-net metadata. — IoT-LogIQ Smart Rivers

📎 section10_take_20260420.pdf 📎 field_datasheets_20260420.zip (3) 📎 salvage_photos_20260420.zip (47) 📎 tissue_manifest_20260420.csv

Trigger-Flow Forecast · 7d Actual + 72hr Forecast

Albuquerque (100 trig) · Bosque Farms (80 trig) · San Acacia (300 trig) · shaded bands = 95% CI

Year-over-Year · San Acacia USGS 08354900

Apr-Oct irrigation season · 2022-2026 YTD overlay · cfs

Snowpack Correlation · SWE vs. Drying Days

Apr-Jun SNOTEL SWE (Upper Rio Grande) vs. total drying days that season · 2026 marker highlighted

NWS 7-Day Precip Probability · by Reach

NOAA NDFD grid · % chance ≥ 0.01 in · per reach · next 7 days

Model Performance

Drying-front predictor v2.3 · retrained 2026-04-01 on 2020-2025 PWS records

v2.3 · PRODUCTION

MAE · Dry Extent

0.32 mi

vs. 0.61 mi baseline

Recall · Pool Isolation

91 %

precision 87% · F1 0.89

Lead Time · Trigger Breach

34 hr

median 24-72 hr window

Last Retrained

2026-04-01

nightly drift check · pass

Features

USGS · NOAA · SNOTEL · in-situ

Inference Latency

112 ms

p95 · ThingsBoard rule engine

Report Library

12 auto-generated PDFs · BOR + USFWS + Sourcewell deliverables

Notification Channels

Trigger routing · active for current solicitation

Notification Log · Last 24 hr

12 events · 10 delivered · 2 retried after transient failure

Timestamp MDT	Channel	Recipient	Trigger Event	Attempts	Delivery

Active Crews

Alpha · Bravo · Charlie deployed

Drones Deployed

Tethered · Isleta + San Acacia

Remote Pumps

4 active · 2 standby

SOS Beacons

8 / 8

All green · LoRa mesh

Field Response Map · Live Positions

Crews · drones · pump skids · remote wasteway gates · updated every 30 sec

Crew Drone Pump Gate

Active Field Response

3 crews · body-cam live streams

Autonomous Pump Control

6 skids · LoRaWAN + cellular dual-link · authorized operators only

Skid ID	Location	gpm	Runtime (h)	Battery	State	Control

Remote Wasteway Gate Control

5 of 21 wasteways with motorized gates · position 0-100%

Tethered Drone Missions

Elistair-style tether · unlimited loiter · FAA Part 107

Crew SOS Roster

8 field personnel · LoRa beacon check-in every 10 min

Name	Role	Crew	Beacon ID	Last Check-in	Battery	Status

Live Body-Cam Feeds

Axon / Motorola integration · 1080p · WebRTC streamed via ThingPark

3 streams live