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Results are based on human interpretations of Landsat time series from a probability sample of 7200 plots (30 m) distributed throughout the study area.
Because in UAVHYB the field data do not necessarily need to come from a probability sample, the approach offers great flexibility in field data collection.
When the core inventory data comes from a probability sample, the uncertainty arises from three sources: observational and measurement errors [17 19], sampling errors, and errors in model parameters [12, 20].
Combining VGI from a non-probability sample with data from a probability sample using the certainty stratum approach or the model-assisted approach are viable alternatives that meet the conditions required for design-based inference and use the VGI data to advantage to reduce standard errors.
Each participant was randomly drawn from a probability sample of active members in KN's database.
Cross-sectional analysis of weighted data from a probability sample of HIV-infected adults receiving outpatient medical care.
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We sought to enroll a probability sample from two sampling frames, one consisting of households with young children (one adult and one child enrolled) and the other, of households with older adults (one older adult enrolled).
In contrast, defining a universe and then randomly selecting and interviewing a probability sample from a large population can be time-consuming and expensive (often disproportionately so).
It has advantages since it does not rely on a probability sample from the target area.
The data were collected from a clinical rather than a probability sample, which may limit the potential ability to generalize the study's findings.
The land-cover thematic accuracy of NLCD 2001 was assessed from a probability-sample of 15,000 pixels.
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