WQ Report Generator — Natural Waterscapes

Site Information ▼

Site / Pond Name *

Sample Date *

Site Address

Latitude

Longitude

Pond Acreage

Average Depth (ft)

Max Depth (ft)

Volume (acre-ft)

Auto-calculated if left blank

Operator / Sampler *

Customer Slug

For Cloudinary image matching

Water Quality Parameters ▼

Leave blank for parameters not tested. Only filled parameters appear in the report.

Routine Panel

Nitrate (mg/L)

Phosphate (mg/L)

If TP blank, TP = PO₄ × 3.066

Ammonia (mg/L)

Hardness (mg/L)

Total hardness as CaCO₃

Calcium (mg/L)

Elemental Ca, not as CaCO₃

Magnesium (mg/L)

Elemental Mg, not as CaCO₃

Alkalinity (mg/L CaCO₃)

Turbidity (NTU)

TDS (mg/L)

Total dissolved solids; appears in the report as Salinity (TDS)

Water Clarity *

Required. Auto-fills from Turbidity (8 / 25 NTU breakpoints) — leave it on the auto value or pick an override. Report won't generate until this is set.

If clarity is reduced, what is causing it?

Routes the MetaFloc dose. Algae drives the phosphorus-binding dose (the green stands in for phosphorus held in the water column). Clay / sediment drives the clarification dose (flocculates suspended mineral particles). Leave blank to infer from the algae and cyanobacteria observations.

Additional Parameters

Not part of the routine in-house panel. Leave blank unless tested.

Total Phosphorus (mg/L)

Total Nitrogen (mg/L)

Nitrite-N (mg/L)

Organic Nitrogen (mg/L)

Dissolved Oxygen (mg/L)

Water Temp (°F)

Secchi Depth (ft)

Conductivity (μS/cm)

Iron (mg/L)

Manganese (mg/L)

Chlorophyll-a (μg/L)

Cyanobacteria (cells/mL)

Photos ▼

Upload site photos, microscopy images, pond maps, or weed/algae identification shots. These will be embedded in the report.

📷 Drag & drop photos here, or click to browse JPG, PNG, HEIC — up to 20 MB each

Worker URL

Change for local dev: http://localhost:8787

Draft Report Review Round 1

Review the draft report below. Add commentary and click "Revise & Re-Preview" to regenerate with your feedback. When satisfied, click "Approve & Generate Final" to produce the DOCX.

How to phrase edits so they apply

To delete something, quote the exact line from the draft above — copy-paste is best — and say "remove this." The closer to the report's wording, the more reliably it's removed.
To change a few words inside a sentence (e.g. drop "(endothall)" from "Aquathol K (endothall)"), say "change 'Aquathol K (endothall)' to 'Aquathol K'" — the engine deletes whole bullets/sentences, not fragments inside a line.
To add something, describe it and, if placement matters, name where (e.g. "add a note under the Disclaimer that…").
After each revision, check for a yellow "could not be applied" banner. It means the wording didn't match — re-quote the line exactly as it appears in the draft above and re-run.

Draft preview will appear here...

Assessed By (report reviewer)

Printed on the cover. This is the person reviewing the report, not the field sampler.

Review Commentary

Quote exact lines from the draft when removing or changing text. After each revision, check for a yellow "could not be applied" banner. Each round is stored for continuous improvement; revise as many times as needed before approving.

Direct edits (finalize in-app)

Make a precise edit yourself, no AI. It applies to this report immediately. Choose how long it should stick with "Remember for" - "All future reports" saves it as a durable rule that shapes every future report.

Remember for:

Finalize round-trip: upload your Word-edited report

ui-2026-08-01

Edited the downloaded report in Word? Upload the finished .docx and we'll compare it to what the app generated, then turn your edits into reviewable changes you can capture for learning. Works after a reload too: load recent reports and pick the one you edited.

Report:

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