Juha Aalto
Global and Planetary Change · 2013–2021
A researcher in the Science corpus: 3 papers; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Global and Planetary Change — 25 citations into it
- Ecological Modeling — 23 citations into it
- Nature and Landscape Conservation — 20 citations into it
- Ecology — 16 citations into it
- Atmospheric Science — 15 citations into it
- Statistics and Probability — 11 citations into it
- Environmental Engineering — 10 citations into it
- Economics and Econometrics — 5 citations into it
Whom Juha Aalto trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Simon N. Wood
- Edzer J. Pebesma
- Alan Y. Chiang
- Noel Cressie
- V. Carey
- Antoine Guisan
- Tomislav Hengl
- Trevor J. Hastie
- Andy Liaw
- Bruce McCune
Who trusts Juha Aalto overall
Papers from Juha Aalto's perspective
Ordered by how strongly the researchers Juha Aalto trusts endorse each paper. Same corpus, a different order for every researcher.
- Predictive habitat distribution models in ecology
- Generalized Additive Models: An Introduction With R
- GAMs with integrated model selection using penalized regression splines and applications to environmental modelling
- The origins of kriging
- Random Forests
- Generalized linear and generalized additive models in studies of species distributions: setting the scene
- Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
- A generic framework for spatial prediction of soil variables based on regression-kriging
- Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
- Classification and Regression by randomForest
Their papers
- Forest microclimates and climate change: Importance, drivers and future research agenda (2021) — 813 citations
- Statistical Forecasting of Current and Future Circum‐Arctic Ground Temperatures and Active Layer Thickness (2018) — 136 citations
- Spatial interpolation of monthly climate data for Finland: comparing the performance of kriging and generalized additive models (2013) — 189 citations