Grand Isle water levels through 2025: a full-year NOAA case study
Compare a full year of NOAA water levels and tide predictions, with monthly and seasonal findings, quality exclusions, reproducible data and a clear conclusion.
Does a tide prediction describe the same water-level pattern in every season? We examined a complete year at NOAA's Grand Isle station to compare measured height, predicted height and the difference between them. The monthly means changed markedly during 2025, and the observations did not stay a constant distance above or below the predictions.
The practical conclusion is to keep the tide prediction and the measured water level as separate information. This case study shows why with real records, a full-year chart, monthly and seasonal comparisons, and an hourly explorer. It extends the original September analysis while preserving that pilot's source files and downloads.
RF-D01 · FULL-YEAR CASE STUDY · 2025 v1.0.0
The annual findings
NOAA Grand Isle, Louisiana · Station 8761724 January–December 2025 · Hourly UTC · Feet relative to MLLW
Eligible paired hours
8,758 / 8,760
Mean observed − predicted
+0.218 ft
Mean absolute difference
0.300 ft
Coverage is 99.977%: all 8,760 observations and 8,760 predictions were returned. Two inferred observations (flags “1,0”) were excluded from comparisons. Eligible pairs have flags “0,0”. No hours were interpolated.
The answer: measured monthly mean height varied substantially within 2025. October was highest at 1.350 ft relative to MLLW; January was lowest at 0.215 ft. The separation from the prediction also changed: the largest positive monthly mean difference was +0.425 ft in October. November had a negative monthly mean difference.
Upper panel: monthly mean observed and predicted heights, using the same admitted timestamps. Lower panel: mean signed difference. This is a within-year comparison, not a multiyear seasonal normal. Scroll on narrow screens or download the full-size chart.
All means use eligible exact-time pairs. Printed means are independently rounded; subtracting the two printed height means can differ from the printed difference by 0.001 ft.
Calendar-month means · ft relative to MLLW
2025 month
Pairs / expected
Observed (ft)
Predicted (ft)
Difference (ft)
Mean absolute difference (ft)
January
744 / 744
0.215
0.071
+0.144
0.292
February
672 / 672
0.369
0.099
+0.270
0.315
March
744 / 744
0.508
0.332
+0.177
0.326
April
720 / 720
0.708
0.560
+0.148
0.316
May
743 / 744
0.931
0.628
+0.303
0.304
June
720 / 720
0.924
0.580
+0.344
0.344
July
743 / 744
0.796
0.575
+0.221
0.226
August
744 / 744
1.062
0.718
+0.344
0.350
September
720 / 720
1.154
0.901
+0.253
0.270
October
744 / 744
1.350
0.925
+0.425
0.464
November
720 / 720
0.593
0.690
-0.097
0.213
December
744 / 744
0.403
0.320
+0.083
0.180
Seasonal grouping within 2025
Winter combines January, February and December 2025, so it is not one contiguous winter. Spring is March–May, summer June–August and fall September–November. Means are weighted by admitted hours, not by giving each month equal weight.
Meteorological month groups · one calendar year
Group
Pairs / expected
Observed mean (ft)
Predicted mean (ft)
Mean difference (ft)
Winter
2160 / 2160
0.328
0.165
+0.162
Spring
2207 / 2208
0.716
0.506
+0.210
Summer
2207 / 2208
0.928
0.625
+0.303
Fall
2184 / 2184
1.036
0.840
+0.196
The seasonal groups show higher measured means in fall than winter in this year. They do not establish what a typical fall or winter will do. The residual also answers a different question from total water level: a group can have high measured water without the largest average separation from its prediction.
Explore the hourly records by month
The complete download has all 8,760 expected hours. Load one month below to inspect observations, predictions and exclusions without putting thousands of rows on the page.
Inspect the source files, exclusions and hourly extremes
These are unchanged NOAA source records. Save the protocol, observations, predictions and calculator in one folder; run node reproduce.mjs with Node 24 to reproduce annual/monthly/seasonal summaries offline. Compare source hashes with the provenance file.
2025-05-20 21:00:00 UTC · flags 1,0 · flagged_observation
2025-07-07 10:00:00 UTC · flags 1,0 · flagged_observation
Smallest sampled signed difference: -0.915 ft at 2025-11-11 09:00:00 UTC. Largest: +1.396 ft at 2025-03-15 17:00:00 UTC. These are hourly-sample extremes, not between-hour extremes.
Source observations, predictions and station metadata: NOAA CO-OPS. Analysis: Louisiana Deep Sea Fishing. No NOAA endorsement. Retrieved 2026-10-21. NOAA source reuse policy. This site's calculations and interpretation have technical checks; independent scientific review remains pending.
Our question was specific: how did water levels and observed-minus-predicted differences vary across the calendar months and seasonal groups of 2025 at Grand Isle? We selected the full calendar year before retrieving its records. It is the latest complete calendar year available before this October 2026 analysis, and it includes the September pilot rather than replacing it with a more dramatic month.
Station 8761724 already supplies coastal context to our conditions tool. Keeping one station avoids mixing locations with different references or local responses. It also limits the conclusion: a measurement at Grand Isle does not become a measurement in an interior pond near Cocodrie or Delacroix.
This is our analysis of NOAA CO-OPS observations and predictions. NOAA collected the measurements; we performed the pairing, quality screening, summaries and interpretation. We did not conduct field trips, measure fish or survey marsh channels.
02How we investigated the year
We requested verified hourly heights and a separate set of hourly tide predictions for January 1 through December 31, 2025. Both requests use Grand Isle station 8761724, feet relative to Mean Lower Low Water (MLLW), and GMT timestamps represented here as UTC. The complete expected grid contains 8,760 hourly timestamps.
Every observation is paired only with the prediction at exactly the same timestamp. We require numeric values and clear hourly-height quality flags. NOAA returned two observations marked as inferred; we retained them in the source and downloadable grid but excluded them from the calculations. Missing, invalid or flagged values are never replaced by a prediction or an interpolated value.
The difference is observed minus predicted. Positive means the measured height was higher than the prediction; negative means lower. A signed mean allows positive and negative differences to offset each other. Mean absolute difference averages their magnitudes instead. It answers how far apart the pairs were on average, without cancellation.
Monthly means compare observations and predictions over the same admitted hours. Seasonal summaries combine those hours directly, so a longer month contributes more observations. We do not take an unweighted average of three rounded monthly numbers. All printed means are rounded independently to 0.001 ft; that precision is a formatting choice, not a claim that the instrument measures to that accuracy.
03What changed across the months
The upper chart answers the water-level question: how high was the surface, on average, relative to the station's MLLW reference? Both the observed and predicted monthly means vary through the year. That shared variation matters. A high measured monthly mean alone does not show that the tide prediction had a particularly large discrepancy.
The lower chart asks the second question by subtracting prediction from observation. Most monthly mean differences were positive, but November's was negative. The sign reversal is a concrete reason to reject a fixed instruction such as “always add the annual average to the tide table.” That would hide a change the records actually contain.
The seasonal table places months into familiar groups, but the monthly table remains the more precise description of the year. For example, a broad fall average combines different September, October and November behavior. It can hide a negative month within a group whose overall signed difference is positive.
Our winter group uses January, February and December of the same calendar year. Those months are not one continuous December-to-February winter. That choice keeps the full-year boundary explicit; it should not be mistaken for following a single winter weather sequence.
04What this case establishes
The records establish a within-year pattern at this station: monthly and seasonal-group mean heights differed, and the separation between observations and predictions also varied. Both descriptions use all eligible hourly pairs rather than a selection of high-water photographs or unusual days.
The annual summary is useful as a compact description of those admitted pairs. It is not an adjustment factor for a future trip. The monthly summaries demonstrate why: differences vary in magnitude and can change sign. A longer dataset is more informative than the original September example, but it does not make an average portable to every place and date.
Coverage is almost complete, and the two exclusions are explicitly listed. That makes missingness easy to inspect here. It does not remove measurement uncertainty, every possible source revision, or the limitations of choosing a single station and year.
05What an inshore angler can do with the finding
Before a trip, identify the tide product, station, time zone, units and reference. Then inspect an appropriate recent observation if available. An actual observation can add information the astronomical prediction does not contain. The tide fact sheet gives a compact reference for reading those labels.
At a lawful, suitable fishing feature, observe local movement separately. A water-level record cannot tell you the direction or speed of flow in every connected cut. Use reading marsh drains and tides and redfish to turn those observations into a controlled presentation comparison.
For seasonal planning, use this evidence to ask a better question: what water is available around the intended feature, and what is actually moving there now? The seasonal redfish lesson explains how to compare habitat and presentation choices. Higher mean water in a historical month does not prove more fish, better catches or easier access.
A guided inshore outing can include explaining these choices if the provider offers that instruction. Ask how they adapt the area and presentation to actual conditions. The data supports informed questions; the booked date alone cannot settle the plan.
06Limits and the next investigation
One year can show what happened during that year. It cannot establish a seasonal climatology, a long-term trend or how frequently the pattern repeats. A multiyear extension should use consistent station references, report coverage by year, and test whether the month-to-month relationships persist.
The observations and predictions are NOAA's records as retrieved in October 2026. We did not obtain archived prediction issue vintages or reconstruct exactly what was visible to an angler on each day of 2025. This is a descriptive comparison, not a formal operational forecast-skill assessment.
Wind, pressure and river-related influences are plausible explanatory variables, but they are not joined within this annual descriptive dataset. The separate wind-versus-tide investigation now matches wind and pressure to these retained records and tests fixed models on later months. Its combined weather model did not beat the tide prediction alone on the held-out final quarter. That finding does not identify every cause of a residual; it shows why plausible weather explanations need a separate test before becoming a correction rule.
No catch, fishing effort, marsh-current or bottom-depth records were acquired. We cannot use these values to infer a best redfish tide, safe route, release outcome or catch probability. Those are separate questions requiring appropriate evidence.
07Conclusion: use the pattern, keep the measurement
The full-year comparison supports a clear conclusion: Grand Isle's measured water level and its separation from the tide prediction changed through 2025; a single month or annual offset cannot describe the whole year. Monthly summaries reveal changes that disappear inside a broad seasonal or annual average.
For the reader, the useful next step is to combine a correctly identified prediction with relevant observations, then inspect local conditions and the presentation. Keep the historical record as evidence for that method, rather than turning its averages into a new universal fishing rule. Use current conditions, the redfish guide and the inshore planner to build the actual outing.
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Original analysis of retained NOAA CO-OPS records for calendar 2025. A one-station annual case study with explicit inferred-value exclusions and preserved September pilot. Independent scientific review has not been completed; all source queries, hashes, methods and outputs are available.