Use of advanced modelling methods to predict dothistroma needle blight on Pinus radiata at a fine resolution within New Zealand

Use of advanced modelling methods to estimate radiata pine productivity indices

(2020) Michael S. Watt et al.   FOREST ECOLOGY AND MANAGEMENT

Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

(2019) Patrick Schratz et al.   ECOLOGICAL MODELLING

Reduced Virulence of an Introduced Forest Pathogen over 50 Years

(2019) Bradshaw et al.   Microorganisms

Exploring the use of learning techniques for relating the site index of radiata pine stands with climate, soil and physiography

(2019) M.A. González-Rodríguez et al.   FOREST ECOLOGY AND MANAGEMENT

Comment on “A Reanalysis of Long-Term Surface Air Temperature Trends in New Zealand”

(2018) Brett Mullan et al.   ENVIRONMENTAL MODELING & ASSESSMENT

Improve ground-level PM 2.5 concentration mapping using a random forests-based geostatistical approach

(2018) Ying Liu et al.   ENVIRONMENTAL POLLUTION

UAV Multispectral Imagery Can Complement Satellite Data for Monitoring Forest Health

(2018) Jonathan Dash et al.   Remote Sensing

Assessing very high resolution UAV imagery for monitoring forest health during a simulated disease outbreak

(2017) Jonathan P. Dash et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Dothistroma needle blight, weather and possible climatic triggers for the disease's recent emergence

(2016) A. J. Woods et al.   FOREST PATHOLOGY

A worldwide perspective on the management and control of Dothistroma needle blight

(2016) L. S. Bulman et al.   FOREST PATHOLOGY

Neotypification of Dothistroma septosporum and epitypification of D. pini, causal agents of Dothistroma needle blight of pine

(2016) I. Barnes et al.   FOREST PATHOLOGY

Global geographic distribution and host range of Dothistroma species: a comprehensive review

(2016) R. Drenkhan et al.   FOREST PATHOLOGY

The Forest Sector in Chile: An Overview and Current Challenges

(2016) Christian Salas et al.   JOURNAL OF FORESTRY

A review of Pinaceae resistance mechanisms against needle and shoot pathogens with a focus on the Dothistroma -Pinus interaction

(2015) S. Fraser et al.   FOREST PATHOLOGY

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

(2015) Alex Goldstein et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Between-site and -year variation in the relative susceptibility of native ScottishPinus sylvestrispopulations to dothistroma needle blight

(2015) S. Fraser et al.   PLANT PATHOLOGY

Dothistroma needle blight: an emerging epidemic caused byDothistroma septosporumin Colombia

(2015) C. A. Rodas et al.   PLANT PATHOLOGY

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

(2015) Tomislav Hengl et al.   PLoS One

Regional outbreak dynamics of Dothistroma needle blight linked to weather patterns in British Columbia, Canada

(2014) Cedar Welsh et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Predicting site index of plantation loblolly pine from biophysical variables

(2014) Charles O. Sabatia et al.   FOREST ECOLOGY AND MANAGEMENT

The hemibiotrophic lifestyle of the fungal pine pathogenDothistroma septosporum

(2014) M. S. Kabir et al.   FOREST PATHOLOGY

A Review of Methods for Mapping and Prediction of Inventory Attributes for Operational Forest Management

(2014) Kimberley D. Brosofske et al.   FOREST SCIENCE

Spatial analysis of the risk of major forest diseases in Monterey pine plantations

(2014) E. Iturritxa et al.   PLANT PATHOLOGY

Discriminating the occurrence of pitch canker fungus inPinus radiatatrees using QuickBird imagery and artificial neural networks

(2013) Nitesh K Poona et al.   Southern Forests

Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)

(2011) Wim Aertsen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Predicting the severity of Dothistroma on Pinus radiata under current climate in New Zealand

(2011) Michael S. Watt et al.   FOREST ECOLOGY AND MANAGEMENT

Is the Emergence of Dothistroma Needle Blight of Pine in France Caused by the Cryptic Species Dothistroma pini?

(2011) B. Fabre et al.   PHYTOPATHOLOGY

First Report of Mycosphaerella pini Causing Red Band Needle Blight on Scots Pine in Norway

(2011) H. Solheim et al.   PLANT DISEASE

Estimating soil moisture using remote sensing data: A machine learning approach

(2009) Sajjad Ahmad et al.   ADVANCES IN WATER RESOURCES

Comparison of spatial prediction techniques for developing Pinus radiata productivity surfaces across New Zealand

(2009) D.J. Palmer et al.   FOREST ECOLOGY AND MANAGEMENT

The hosts and potential geographic range of Dothistroma needle blight

(2009) Michael S. Watt et al.   FOREST ECOLOGY AND MANAGEMENT

First observations ofMycosphaerella piniin Estonia

(2008) M. Hanso et al.   PLANT PATHOLOGY

Modelling the influence of environment and stand characteristics on basic density and modulus of elasticity for young Pinus radiata and Cupressus lusitanica

(2007) Michael S. Watt et al.   FOREST ECOLOGY AND MANAGEMENT