The phrase "ancillary data in the" is correct and usable in written English.
It can be used in contexts where additional or supplementary data is being discussed, often in research or technical fields.
Example: "The study relied on ancillary data in the analysis to support the main findings."
Alternatives: "supplementary data in the" or "additional data in the".
Also, the considerable amount of computer processing of the remote sensing imagery in regard to positional and spectral distortions requires a revision process which can integrate other maps and ancillary data in order to produce a sound analysis of the spatial pattern.
The tree diversity and evenness maps of Morrone resulted from the classification of satellite image with other ancillary data in neural network with highest accuracies are given in Fig. 4.
Our analyses showed that daily average N2O exchange during most of the vegetation period can be well explained with simultaneously recorded ancillary data, especially in the time period after the first cut in June up until snow cover towards the end of the year.
We heard significant concerns about the difficulty of bringing ancillary data into the primary repository.
In case of ancillary data, the daily average of the respective parameter was calculated when at least 40 half hours of data were present for the respective day.
Level 1a data is produced in the FITS format by combining the Level 0 image data and the ancillary data, which are stored in the header of the HDU of the FITS file.
The study investigates the performance of image classifiers for landscape-scale land cover mapping and the relevance of ancillary data for the classification success in order to assess and to quantify the importance of these components in image classification.
Based on the error and the relationship to the in situ and ancillary data sets, the EcoDistrict or ObShp3 scale appears to provide the lowest error in calculating the SMA baseline.
The effect of ancillary data layers in increasing image classification accuracies in NN has been explained in details in other articles of this author (Redowan 2013; Redowan and Riadh 2013).
Some computed results are shown together with a photograph, and along with ancillary data on the amount of sodium in the trail and relative intensities of sodium emission and broadband visible and near-IR emission associated with the O2 "atmospheric" band.
