35 citations · 153 across the 16 of their papers we have counts for
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stat.ME2018★ 15 cited
Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data
Jarno Vanhatalo, Marcelo Hartmann, Lari Veneranta
Species distribution models (SDM) are a key tool in ecology, conservation and management of natural resources. Two key components of the state-of-the-art SDMs are the description f…
stat.ME2018★ 17 cited
Bayesian model-based spatiotemporal survey design for log-Gaussian Cox process
Jia Liu, Jarno Vanhatalo
In geostatistics, the design for data collection is central for accurate prediction and parameter inference. One important class of geostatistical models is log-Gaussian Cox proces…