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The field of spectroscopy alone has seen significant advances in data collection, processing, and analysis due principally to the incorporation of microprocessors.
This problem is mainly raised in data collection, processing and distribution phase.
Citizen science growth will be inextricably linked to technologies in the ability to obtain data from multiple spatial and temporal scales, gaining efficiencies in data collection, processing and data management, whilst adapting and adopting technologies to allow participants and organizers to communicate and interact effectively [1, 18].
In research generally, "citizen science" – the volunteer participation of members of the public in scientific projects - has emerged as a valuable tool in data collection, processing and dissemination, and offers effective channels for educating the general public on research (Bonney et al. [2009]).
AH, KAS, MRK, AR, KI, ZAS, MAK were taken part in data collection, processing and analysis.
Findings from this review confirm that many of the issues identified by Ward et al. [ 6] in data collection, processing, and reporting still persist today, and are particularly prevalent in studies using continuous monitoring devices in Hispanic populations.
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For example, self-report remains the least costly option in terms of data collection, processing, and total cost.
MLM was involved in the samples and data collection, processing of the samples, screening coordination, and in the preparation of the manuscript.
JRL and YQH were leaders in outcome assessment and data collection, processing.
CBGJ and MB participated in the study design; data collection, processing and analysis; manuscript writing, and construction of tables and figures.
Li Li and Li Wang participated in the study design, data collection, processing, analysis and interpretation, statistical analysis and preparation of the paper.
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