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Headgate · by IDGeo Inc · Alberta edition · Beta

Headgate in numbers

South Saskatchewan River Basin, seasons 2021 to 2026. Every figure comes from the project data of Nov. 3, 2026. Satellite signals, not official areas.

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Crops, 2025 map and 2026 estimate

What grew on irrigated and non-irrigated pivot fields

2025 (AAFC crop map)2026 (Headgate estimate)

2026 is a model estimate, so read the shape, not the change: AAFC's own 2026 map arrives in 2027. 2025 crops come from AAFC's Annual Crop Inventory. Hectares are whole fields on centre pivots that Headgate's answer called irrigated in each season; the irrigation calls of the two seasons use different rules, so this is not a measure of change in irrigation. Beans and potatoes have medium confidence or less in the 2026 estimate; peas and lentils are indicative only and are not shown.

On pivot fields called irrigated

  • Spring wheat
    2025: 63,900 ha
    2026: 57,700 ha
  • Canola
    2025: 48,000 ha
    2026: 56,400 ha
  • Barley
    2025: 32,700 ha
    2026: 31,300 ha
  • Pasture and forage
    2025: 21,800 ha
    2026: 36,400 ha
  • Corn for grain
    2025: 30,100 ha
    2026: 44,900 ha
  • Beans
    2025: 16,800 ha
    2026: 9,300 ha
  • Potatoes
    2025: 20,700 ha
    2026: 5,900 ha

On pivot fields called not irrigated

  • Spring wheat
    2025: 29,200 ha
    2026: 26,900 ha
  • Canola
    2025: 4,900 ha
    2026: 15,100 ha
  • Barley
    2025: 28,200 ha
    2026: 33,000 ha
  • Pasture and forage
    2025: 3,000 ha
    2026: 11,400 ha
  • Corn for grain
    2025: 100 ha
    2026: 600 ha
  • Beans
    2025: 700 ha
    2026: 1,300 ha
  • Potatoes
    2025: 1,300 ha
    2026: 0 ha

Crops, with and without irrigation

What grew on irrigated and on non-irrigated land in 2026

Predicted crop of each mapped field, split by the beta irrigation answer. Undetermined fields (8,182 fields, 319,548 ha) are not shown.

On fields called irrigated, 2026

506,818 ha in 13,539 fields. Hectares by predicted crop, scale 0 to 160,000 ha.

  • Spring wheat
    114,178
  • Canola
    149,626
  • Barley
    71,068
  • Pasture and forage
    64,809
  • Peas
    385
  • Corn for grain
    77,106
  • Lentils
    1,756
  • Winter wheat
    1,594
  • Beans
    10,644
  • Other (rare classes)
    7,855
  • Rye
    403
  • Grassland
    0
  • Potatoes
    7,393

On fields called not irrigated, 2026

3,549,062 ha in 94,143 fields. Hectares by predicted crop, scale 0 to 1,300,000 ha.

  • Spring wheat
    1,252,735
  • Canola
    825,925
  • Barley
    757,807
  • Pasture and forage
    492,226
  • Peas
    112,154
  • Corn for grain
    13,758
  • Lentils
    49,614
  • Winter wheat
    24,649
  • Beans
    1,285
  • Other (rare classes)
    4,730
  • Rye
    6,506
  • Grassland
    7,672
  • Potatoes
    0

The crop is a model's estimate, not a map. AAFC's 2026 crop map is expected in 2027, so each field's 2026 crop was predicted with a Random Forest on the Sentinel-2 vegetation curve of the field core and the crop of the two previous years. Tested on 2025 in blocks the model had not seen, it agreed with AAFC on 58% of fields (27% when simply repeating last year's crop). There is no 2026 field truth; only 22% of fields have a probability of 0.7 or more. Canola, spring wheat, forage and corn are the most reliable; peas, lentils, potatoes, rye and wetland are not, and peas and lentils are understated. The irrigation status is the beta field-by-field answer (not validated), and both come from the same satellite curves, so they are not independent. Hectares are whole fields. 4,375,428 ha of fields have a predicted crop; 14,460 fields without a usable core have none. Provisional until AAFC publishes 2026.

Season by season

Green centre-pivot area

Hectares, whole basin. Scale 0 to 300,000 ha.

  • 2021
    ~297,000
  • 2022
    ~219,000
  • 2023
    ~296,000
  • 2024
    ~195,000
  • 2025
    ~232,000
  • 2026*
    ~260,000

A greenness signal that moves with the weather, not an assessed area. District reports show 94% to 96% of assessed acres irrigated every year from 2021 to 2025. *2026 uses a looser rule because the crop map is not out. Green-pivot area and the fields called irrigated in the crop figures (506,818 ha in 2026) are different measures and are not reconciled with the area districts assess.

Where, 2026

Green pivots by sub-basin

Hectares in 2026. Scale 0 to 125,000 ha.

  • Oldman
    117,607
  • South Saskatchewan
    55,207
  • Bow
    52,920
  • Red Deer
    31,447

The four sub-basins add up to 257,181 ha; the other 3,162 ha of the 260,343 ha total lie outside them. This is a pivot-only signal, not the fields called irrigated in the crop figures.

The foundation

What is loaded behind the prototype

116,781km² of the South Saskatchewan Basin
115,864mapped fields (University of Saskatchewan boundaries)
9,327irrigation pivots mapped
6seasons, 2021 to 2026
36reservoirs in Alberta's official storage report
~500river flow stations with 1991–2020 daily normals

Known gap: river flow from Jan. 1 to Sept. 27, 2026, because Environment and Climate Change Canada keeps only 30 days of real-time data and the historical series ends in 2025.

Radar, in preparation

RADARSAT Constellation scenes extracted

313scenes in 2025, on 93 dates
180scenes in 2026, on 71 dates
286blocks covered (101,415 field cores)
~4 daysrevisit over the test area

These are scenes extracted and summarised, not a result: the radar irrigation model is not built yet, and in our tests radar alone scores below optical imagery. Sentinel-1 radar is already used in the in-season monitoring view (beta). RADARSAT Constellation Mission Imagery © Government of Canada (2025). RADARSAT is an official mark of the Canadian Space Agency.