Furthermore, spatial regression analysis has been made for the validation of the output.
18 Data analysis was conducted separately by the two moderators for cross-validation of the outputs from each focus group before grouping the results.
Although the output from the USLE model during the study have been cross-checked with reference to other governmental reports for the region in 2011, however, the study requires further validation of the model output with the observed data from available gauging networks in the basin outlet.
Such situations require analysis workflow validation of the input, output and state of each module within the pipeline workflow.
After validation of the data, the output raster map showed the annual average of the daily sums of global irradiation for horizontal surfaces (in watt hours per square meter per day) (see Figure 2).
Then for validation purposes the outputs of the model are compared to measurements on the real system to give a quantitative performance index about the model accuracy.
In order to validation of program outputs, the optimization results of this program tested on an available MED system in Kish Island and this optimization lead to increase the product and GOR value of this system.
Where additional information is provided by independent studies (i.e., different datasets, not used by CBM), an independent validation of the model's output is possible.
Following validation of the baseline model output against observed cancer incidence rates in the UK, scenario analysis was used to explore the impact of changes to the screening test sensitivity, the age of women invited for screening and the screening interval in different age groups.
Advantages and challenges of the current methodologies are discussed, including the quality of input, validation, uncertainty, and scope of the outputs.
