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Soil & Field Sensing

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What's in soil & field sensing.soil & field sensing.

Food/Agriculture

Field Topography & Elevation

RTK GPS elevation maps of farm fields show where water pools, where erosion happens, and where variable-rate seeding should adjust -- data that precision ag runs on.

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Food/Agriculture

Irrigation Flow Data

How much water, when, and where -- pivot and drip irrigation sensors generate continuous flow data that water-scarce regions need to manage allocation.

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Food/Agriculture

Weather Station Field Data

On-farm weather stations capture hyperlocal temperature, rainfall, humidity, and wind -- far more granular than the nearest airport station that NOAA reports.

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Food/Agriculture

Soil Carbon Measurements

Direct soil carbon sampling data is expensive to collect and scarce -- it's the ground truth that carbon credit verification and satellite estimation models are built on.

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Food/Agriculture

Soil Health Lab Results

Biological soil tests measuring microbial biomass, respiration, and carbon fractions -- the next frontier beyond N-P-K that regenerative agriculture data models need.

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Food/Agriculture

Soil Sensor Data

pH, nitrogen, phosphorus, potassium, organic matter, and moisture measured at the field level -- the input layer for precision agriculture AI.

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Food/Agriculture

Field Drainage Tile Maps

Subsurface drainage tile layouts affect field hydrology, nutrient runoff, and yield potential -- this buried infrastructure data barely exists in digital form.

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Food/Agriculture

Satellite Crop Imagery

NDVI, multispectral, and SAR imagery of agricultural fields -- the visual data that AI uses to estimate crop health, biomass, and yield from space.

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