Crop Yield Prediction - Groups

Yield Map (sub-field) data

Yield data from combine harvesters on a sub-field level is used as ground truth data. Yield data from Sentinel-2 satellite imagery is used as input data.

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Yield Map (fields) data

Yield data from combine harvesters on a sub-field level is used as ground truth data. Yield data from Sentinel-2 satellite imagery is used as input data.

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USDA Crop Dataset and HRRR Computed Dataset

The USDA Crop Dataset and HRRR Computed Dataset are used for predicting crop yields at the county level across the United States.

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Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing

Crop yield forecasting plays a significant role in addressing growing concerns about food security and guiding decision-making for policymakers and farmers. The dataset is used...

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4 datasets found

Yield Map (sub-field) data

Yield Map (fields) data

USDA Crop Dataset and HRRR Computed Dataset

Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing