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For example, the analysis does not track changes over time in the areas being farmed, using instead a crop map from around 2000.
Results also suggest that crop map predictions aggregated to coarser resolutions have better accuracy than at native resolution when compared to maps made from fine-scale observations used as ground truth.
For example, temporal accuracy would reflect how well using a single-year crop map would reflect proximity to pesticide use for exposure assessment of a particular disease outcome.
For each home, we determined the acreage of corn and soybeans within 750 m of the residence for each crop map year (1998 2000).
A CDWR crop map was available for each county during the period 1988–1994: San Joaquin (1988), Kings (1991), and Fresno (1994) (CDWR 2007).
In this study, we demonstrated that CPUR data could be integrated with crop map data in a GIS to estimate the pesticide applications to specific crop fields within the reporting unit of CPUR (approximately 1 mi).
Similar(54)
We observed similar correlation coefficients using either CPUR data alone or combined with crop maps (CROP metric), but R values were greater and modeled associations between agricultural pesticide use and pesticide concentrations in carpet dust were stronger when we estimated agricultural use based on the CROP metric.
Agricultural management increasingly uses crop maps based on classification of remotely sensed data.
Crop mapping is one major component of agricultural resource monitoring using remote sensing.
Recently launched and upcoming satellite systems are expected to make crop mapping increasingly accurate and operational.
Uncertainty measures from SVM are an informative source of information on the spatial distribution of error in the crop maps.
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