Random Forests

Leo Breiman

Machine Learning

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman

The Annals of Statistics

EngineeringMachine LearningData MiningPattern RecognitionGreedy Function Approximation +11

The worldwide leaf economics spectrum

Ian J. Wright, Peter B. Reich, Mark Westoby, +30

Nature

ReforestationEconomicsForest-related IndustryBusinessNatural Resource Economics

Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

Simon N. Wood

Journal of the Royal Statistical Society Series B (Statistical Methodology)

Parameter EstimationEngineeringApproximate RemlRobust ModelingRobust Statistic +13

The<b>ade4</b>Package: Implementing the Duality Diagram for Ecologists

Stéphane Dray, Anne‐Béatrice Dufour

Journal of Statistical Software

BiodiversityBiogeographyMultivariate AnalysesEcological ModellingLong-term Ecological Research +9

On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm

Markus Reichstein, Eva Falge, Dennis Baldocchi, +29

Global Change Biology

EngineeringEcological ModellingTerrestrial Ecosystem ProductivityClimate ModelingBiogeochemical Model +16

The global spectrum of plant form and function

Sandra Díaz, Jens Kattge, Johannes H. C. Cornelissen, +32

Nature

BiologyHealth SciencesBotanyBiogeographyNatural Sciences +6

A dynamic global vegetation model for studies of the coupled atmosphere‐biosphere system

Gerhard Krinner, Nicolas Viovy, Nathalie de Noblet‐Ducoudré, +6

Global Biogeochemical Cycles

EngineeringTerrestrial Ecosystem ProductivityClimate ModelingCanopy MicrometeorologyEarth System Science +17

From tropics to tundra: Global convergence in plant functioning

Peter B. Reich, Michael B. Walters, David S. Ellsworth

Proceedings of the National Academy of Sciences

Global Carbon Budget 2019

Pierre Friedlingstein, Matthew W. Jones, Michael O’Sullivan, +73

Earth system science data

Carbon SequestrationEngineeringCarbon EmissionsGreenhouse Gas SequestrationTerrestrial Co2 Sink +12