Juha Heikkinen
Environmental Engineering · 2000–2013
A researcher in the Science corpus: 3 papers; trusts 13 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Environmental Engineering — 10 citations into it; #2,390 of 5,479 by trust here, #2,775 by citations
- Nature and Landscape Conservation — 9 citations into it; #2,873 of 6,941 by trust here, #4,707 by citations
- Statistics and Probability — 9 citations into it
- Ecology — 8 citations into it; #4,170 of 10,717 by trust here, #7,367 by citations
- Ecological Modeling — 5 citations into it
Whom Juha Heikkinen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Juha Heikkinen overall
Papers from Juha Heikkinen's perspective
Ordered by how strongly the researchers Juha Heikkinen trusts endorse each paper. Same corpus, a different order for every researcher.
- Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
- A generic framework for spatial prediction of soil variables based on regression-kriging
- The origins of kriging
- Generalized Additive Models: An Introduction With R
- Bayesian analysis of mixture models with an unknown number of components- an alternative to reversible jump methods
- Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
- GAMs with integrated model selection using penalized regression splines and applications to environmental modelling
- Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbors method
- Generalized linear and generalized additive models in studies of species distributions: setting the scene
- Estimation of timber volume at the sample plot level by means of image segmentation and Landsat TM imagery
Their papers
- Spatial interpolation of monthly climate data for Finland: comparing the performance of kriging and generalized additive models (2013) — 189 citations
- Estimating areal means and variances of forest attributes using the k-Nearest Neighbors technique and satellite imagery (2007) — 214 citations
- Trans-dimensional Markov chain Monte Carlo (2000) — 364 citations