Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Monitoring through many eyes: Integrating disparate datasets to improve
  monitoring of the Great Barrier Reef   Numerous organisations collect data in the Great Barrier Reef (GBR), but they
are rarely analysed together due to different program objectives, methods, and
data quality. We developed a weighted spatiotemporal Bayesian model and used it
to integrate image based hard coral data collected by professional and citizen
scientists, who captured and or classified underwater images. We used the model
to predict coral cover across the GBR with estimates of uncertainty; thus
filling gaps in space and time where no data exist. Additional data increased
the models predictive ability by 43 percent, but did not affect model
inferences about pressures (e.g. bleaching and cyclone damage). Thus, effective
integration of professional and high-volume citizen data could enhance the
capacity and cost efficiency of monitoring programs. This general approach is
equally viable for other variables collected in the marine environment or other
ecosystems; opening up new opportunities to integrate data and provide pathways
for community engagement and stewardship.

15
The categories of this paper are: nucl-ex
5
The categories of this paper are: gr-qc
6
The categories of this paper are: astro-ph
22
The categories of this paper are: chao-dyn
9
The categories of this paper are: nlin
34
The categories of this paper are: chem-ph
21
The categories of this paper are: adap-org
0
The categories of this paper are: hep-ph
20
The categories of this paper are: acc-phys
37
The categories of this paper are: supr-con
11
The categories of this paper are: hep-lat
32
The categories of this paper are: atom-ph
13
The categories of this paper are: quant-ph
28
The categories of this paper are: alg-geom
24
The categories of this paper are: dg-ga
30
The categories of this paper are: q-alg