Vegetation mapping to support greater sage‐grouse habitat monitoring and management: multi‐ or univariate approach?

POLARIS soil properties: 30‐meter probabilistic maps of soil properties over the contiguous United States

(2019) Nathaniel W. Chaney et al.   WATER RESOURCES RESEARCH

Species interactions weakly modify climate-induced tree co-occurrence patterns

(2018) Paige E. Copenhaver-Parry et al.   JOURNAL OF VEGETATION SCIENCE

Innovation in rangeland monitoring: annual, 30 m, plant functional type percent cover maps for U.S. rangelands, 1984-2017

(2018) Matthew O. Jones et al.   Ecosphere

Are stacked species distribution models accurate at predicting multiple levels of diversity along a rainfall gradient?

(2018) Israel Del Toro et al.   AUSTRAL ECOLOGY

Using macroecological constraints on spatial biodiversity predictions under climate change: the modelling method matters

(2018) Mirko Di Febbraro et al.   ECOLOGICAL MODELLING

Using Resilience and Resistance Concepts to Manage Persistent Threats to Sagebrush Ecosystems and Greater Sage-grouse

(2017) Jeanne C. Chambers et al.   Rangeland Ecology & Management

A remote sensing spatio-temporal framework for interpreting sparse indicators in highly variable arid landscapes

(2016) Evertje Frederika Lawley et al.   ECOLOGICAL INDICATORS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

Multi-scale Mexican spotted owl (Strix occidentalis lucida) nest/roost habitat selection in Arizona and a comparison with single-scale modeling results

(2016) Brad C. Timm et al.   LANDSCAPE ECOLOGY

Public lands and private waters: scarce mesic resources structure land tenure and sage-grouse distributions

(2016) J. P. Donnelly et al.   Ecosphere

Importance of regional variation in conservation planning: a rangewide example of the Greater Sage-Grouse

(2016) Kevin E. Doherty et al.   Ecosphere

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

Imputed forest structure uncertainty varies across elevational and longitudinal gradients in the western Cascade Mountains, Oregon, USA

(2015) David M. Bell et al.   FOREST ECOLOGY AND MANAGEMENT

Using species richness and functional traits predictions to constrain assemblage predictions from stacked species distribution models

(2015) Manuela D'Amen et al.   JOURNAL OF BIOGEOGRAPHY

Characterization of shrubland ecosystem components as continuous fields in the northwest United States

(2015) George Xian et al.   REMOTE SENSING OF ENVIRONMENT

The evolution of mapping habitat for northern spotted owls (Strix occidentalis caurina): A comparison of photo-interpreted, Landsat-based, and lidar-based habitat maps

(2015) Steven H. Ackers et al.   REMOTE SENSING OF ENVIRONMENT

Predicting relative species composition within mixed conifer forest pixels using zero-inflated models and Landsat imagery

(2015) Shannon L. Savage et al.   REMOTE SENSING OF ENVIRONMENT

yaImpute: AnRPackage forkNN Imputation

(2015) Nicholas L. Crookston et al.   Journal of Statistical Software

Species distribution modelling for plant communities: stacked single species or multivariate modelling approaches?

(2014) Emilie B. Henderson et al.   APPLIED VEGETATION SCIENCE

Mapping vegetation morphology types in a dry savanna ecosystem: integrating hierarchical object-based image analysis with Random Forest

(2014) Niti B. Mishra et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Influence of lidar, Landsat imagery, disturbance history, plot location accuracy, and plot size on accuracy of imputation maps of forest composition and structure

(2014) Harold S.J. Zald et al.   REMOTE SENSING OF ENVIRONMENT

Habitat prioritization across large landscapes, multiple seasons, and novel areas: An example using greater sage-grouse in Wyoming

(2014) Bradley C. Fedy et al.   WILDLIFE MONOGRAPHS

Understanding co-occurrence by modelling species simultaneously with a Joint Species Distribution Model (JSDM)

(2014) Laura J. Pollock et al.   Methods in Ecology and Evolution

Predicting foundation bunchgrass species abundances: model-assisted decision-making in protected-area sagebrush steppe

(2014) Thomas J. Rodhouse et al.   Ecosphere

Quantifying restoration effectiveness using multi-scale habitat models: implications for sage-grouse in the Great Basin

(2014) Robert S. Arkle et al.   Ecosphere

Case study: Short-term response of greater sage-grouse habitats to wildfire in mountain big sagebrush communities

(2014) Dawn M. Davis et al.   WILDLIFE SOCIETY BULLETIN

Stacking species distribution models and adjusting bias by linking them to macroecological models

(2013) Justin M. Calabrese et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Scale considerations for integrating forest inventory plot data and satellite image data for regional forest mapping

(2013) Janet L. Ohmann et al.   REMOTE SENSING OF ENVIRONMENT

Modeling ecological minimum requirements for distribution of greater sage-grouse leks: implications for population connectivity across their western range, U.S.A

(2013) Steven T. Knick et al.   Ecology and Evolution

A nearest-neighbor imputation approach to mapping tree species over large areas using forest inventory plots and moderate resolution raster data

(2012) B. Tyler Wilson et al.   FOREST ECOLOGY AND MANAGEMENT

Introduced annual grass increases regional fire activity across the arid western USA (1980-2009)

(2012) Jennifer K. Balch et al.   GLOBAL CHANGE BIOLOGY

The accuracy of plant assemblage prediction from species distribution models varies along environmental gradients

(2012) Julien Pottier et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Robustness of random forests for regression

(2012) Marie-Hélène Roy et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles

(2012) Ursula Gessner et al.   REMOTE SENSING OF ENVIRONMENT

Shrub Cover on the North Slope of Alaska: a circa 2000 Baseline Map

(2011) Pieter S. A. Beck et al.   ARCTIC ANTARCTIC AND ALPINE RESEARCH

Saving the sagebrush sea: An ecosystem conservation plan for big sagebrush plant communities

(2011) Kirk W. Davies et al.   BIOLOGICAL CONSERVATION

Predicting spatial patterns of plant species richness: a comparison of direct macroecological and species stacking modelling approaches

(2011) Anne Dubuis et al.   DIVERSITY AND DISTRIBUTIONS

Mapping change of older forest with nearest-neighbor imputation and Landsat time-series

(2011) Janet L. Ohmann et al.   FOREST ECOLOGY AND MANAGEMENT

Multi-scale remote sensing sagebrush characterization with regression trees over Wyoming, USA: Laying a foundation for monitoring

(2011) Collin G. Homer et al.   International Journal of Applied Earth Observation and Geoinformation

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

SESAM - a new framework integrating macroecological and species distribution models for predicting spatio-temporal patterns of species assemblages

(2011) Antoine Guisan et al.   JOURNAL OF BIOGEOGRAPHY

Mapping gradients of community composition with nearest-neighbour imputation: extending plot data for landscape analysis

(2011) Janet L. Ohmann et al.   JOURNAL OF VEGETATION SCIENCE

Greater Sage-Grouse Nesting Habitat: The Importance of Managing at Multiple Scales

(2011) KEVIN E. DOHERTY et al.   JOURNAL OF WILDLIFE MANAGEMENT

Making more out of sparse data: hierarchical modeling of species communities

(2010) Otso Ovaskainen et al.   ECOLOGY

An effective assessment protocol for continuous geospatial datasets of forest characteristics using USFS Forest Inventory and Analysis (FIA) data

(2010) Rachel Riemann et al.   REMOTE SENSING OF ENVIRONMENT

LANDFIRE: a nationally consistent vegetation, wildland fire, and fuel assessment

(2009) Matthew G. Rollins   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Gradient modeling of conifer species using random forests

(2009) Jeffrey S. Evans et al.   LANDSCAPE ECOLOGY

The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases

(2009) Bianca N. I. Eskelson et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States

(2008) Christopher Daly et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY