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

Estimating vegetation biomass and cover across large plots in shrub and grass dominated drylands using terrestrial lidar and machine learning

(2018) Kyle E. Anderson et al.   ECOLOGICAL INDICATORS

Using multi-date satellite imagery to monitor invasive grass species distribution in post-wildfire landscapes: An iterative, adaptable approach that employs open-source data and software

(2017) Amanda M. West et al.   International Journal of Applied Earth Observation and Geoinformation

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

(2017) Marvin N. Wright et al.   Journal of Statistical Software

Precipitation and Soil Productivity Explain Effects of Grazing on Grassland Songbirds

(2017) Marisa K. Lipsey et al.   Rangeland Ecology & Management

Special Issue: Targeted Woodland Removal to Recover At-Risk Grouse and Their Sagebrush-Steppe and Prairie Ecosystems

(2017) Richard F. Miller et al.   Rangeland Ecology & Management

Integrating Remotely Sensed Imagery and Existing Multiscale Field Data to Derive Rangeland Indicators: Application of Bayesian Additive Regression Trees

(2017) Sarah E. McCord et al.   Rangeland Ecology & Management

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

Landsat-based classification in the cloud: An opportunity for a paradigm shift in land cover monitoring

(2017) G. Azzari et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Drylands face potential threat under 2 °C global warming target

(2017) Jianping Huang et al.   Nature Climate Change

Refining the cheatgrass-fire cycle in the Great Basin: Precipitation timing and fine fuel composition predict wildfire trends

(2017) David S. Pilliod et al.   Ecology and Evolution

Reducing cultivation risk for at-risk species: Predicting outcomes of conservation easements for sage-grouse

(2016) J.T. Smith et al.   BIOLOGICAL CONSERVATION

Optical remotely sensed time series data for land cover classification: A review

(2016) Cristina Gómez et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product

(2016) Eric Vermote et al.   REMOTE SENSING OF ENVIRONMENT

Earth's surface water change over the past 30 years

(2016) Gennadii Donchyts et al.   Nature Climate Change

Mapping forest vegetation for the western United States using modified random forests imputation of FIA forest plots

(2016) Karin L. Riley et al.   Ecosphere

Integrating technologies for scalable ecology and conservation

(2016) David C. Marvin et al.   Global Ecology and Conservation

Global land cover mapping at 30m resolution: A POK-based operational approach

(2015) Jun Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Ecosystem services lost to oil and gas in North America

(2015) B. W. Allred et al.   SCIENCE

Assessment of sagebrush cover using remote sensing at multiple spatial and temporal scales

(2014) Eric D. Sant et al.   ECOLOGICAL INDICATORS

Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance

(2014) Muhammad Hasan Ali Baig et al.   Remote Sensing Letters

Resilience to Stress and Disturbance, and Resistance to Bromus tectorum L. Invasion in Cold Desert Shrublands of Western North America

(2013) Jeanne C. Chambers et al.   ECOSYSTEMS

LANDFIRE – A national vegetation/fuels data base for use in fuels treatment, restoration, and suppression planning

(2013) Kevin C. Ryan et al.   FOREST ECOLOGY AND MANAGEMENT

An approach for characterizing the distribution of shrubland ecosystem components as continuous fields as part of NLCD

(2013) George Xian et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

Biodiversity technologies: tools as change agents

(2012) J. Snaddon et al.   Biology Letters

Random forests for genomic data analysis

(2012) Xi Chen et al.   GENOMICS

Development of gridded surface meteorological data for ecological applications and modelling

(2011) John T. Abatzoglou   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Height Above the Nearest Drainage – a hydrologically relevant new terrain model

(2011) A.D. Nobre et al.   JOURNAL OF HYDROLOGY

Extent of Coterminous US Rangelands: Quantifying Implications of Differing Agency Perspectives

(2011) Matthew Clark Reeves et al.   Rangeland Ecology & Management

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets

(2009) Mark A. Friedl et al.   REMOTE SENSING OF ENVIRONMENT

HAND, a new terrain descriptor using SRTM-DEM: Mapping terra-firme rainforest environments in Amazonia

(2008) Camilo Daleles Rennó et al.   REMOTE SENSING OF ENVIRONMENT