In this work, we propose a novel approach, called chunkindex, that was designed to improve the access to time series from native NetCDF (Network Common Data Form) files in the cloud. The advantage of our approach is that it keeps existing data as they are without requiring any reformatting. The idea is to reduce the amount of data read from the NetCDF file by creating sub-chunks that allow extracting smaller portions of compressed data without reading the entire chunk.