Other approximated approaches have been also proposed, considering the application of the importance sampling within the Gibbs sampler [32].
A grid of 1 × 1 km was laid on the district map in order to facilitate systematic sampling within the different strata.
The comparison with the sampling capacity showed that sampling within the transmission time window might cause a capacity loss even if the sampling was performed at Nyquist rate.
Next, they assume that the future inflows, although generated from sampling within the same stochastic model, are known and use deterministic dynamic programming to obtain the optimal controls and associated values for each set of inflows.
Applications of models in large-area forest surveys often use the model-assisted estimation framework (Särndal et al. 1992) where a model is used to support the estimation following probability sampling within the context of design-based inference (Gregoire 1998).
MS-BCS-SPL provides a multi-scale reconstruction by deploying block-based CS sampling within the wavelet domain, which applies the Landweber step to each block in each sub-band at each decomposition level independently.
Then point kernels are generated by sampling within the approximate model, and when the material and radiometric attributes are inputted, dose rates can be calculated with the Point-Kernel method.
Sampling within the watershed was designed to monitor NO3− concentrations and δ15N temporal trends at a series of locations that allowed evaluation of water flowing in watershed streams and entering these streams via different hydrological pathways.
Within the context of EDA-EMERGE research goals, a number of scientific work packages are being implemented such as developing novel bio-analytical tools, novel chemical tools, hyphenated tools, a higher-tier EDA study, establishing a simplified protocol, and conducting, monitoring, and sampling within the European Demonstration Programme EDPP).
The chemical composition of dust differed according to the location of sampling within the Heihe basin, with lower Si and Al, and higher Mg, Na, Cl and S contents occurring in the lower reaches due to presence of high-salt lake sediments.
Future sampling within the region and across multiple habitats will aid in validating or rejecting these hypotheses.
