Stephen Boyte
Science and Products
Early estimates of Annual Exotic Herbaceous Fractional Cover in the Sagebrush Ecosystem, USA, May 2020
The dataset provides an estimate of 2020 herbaceous mostly annual fractional cover predicted on May 1st with an emphasis on annual exotic grasses Historically, similar maps were produced at a spatial resolution of 250m (Boyte et al. 2019 https://doi.org/10.5066/P9ZEK5M1., Boyte et al. 2018 https://doi.org...
Near-real-time Herbaceous Annual Cover in the Sagebrush Ecosystem, USA, July 2018
This dataset provides a near-real-time estimate of 2018 herbaceous annual cover with an emphasis on annual grass (Boyte and Wylie. 2016. Near-real-time cheatgrass percent cover in the Northern Great Basin, USA, 2015. Rangelands 38:278-284.) This estimate was based on remotely sensed enhanced Moderate Resolution Imaging Spectroradiometer (eMODIS) Normalized Difference Vegetation Inde
Near-real-time Herbaceous Annual Cover in the Sagebrush Ecosystem, (June 19, 2017)
This dataset provides a near-real-time estimate of 2017 herbaceous annual cover with an emphasis on annual grass (Boyte and Wylie. 2016. Near-real-time cheatrass percent cover in the Northern Great Basin, USA, 2015. Rangelands 38:278-284.) This estimate was based on remotely sensed enhanced Moderate Resolution Imaging Spectroradiometer (eMODIS) Normalized Difference Vegetation Index
Exploring VIIRS continuity with MODIS in an expedited capability for monitoring drought-related vegetation conditions
Vegetation has been effectively monitored using remote sensing time-series vegetation index (VI) data for several decades. Drought monitoring has been a common application with algorithms tuned to capturing anomalous temporal and spatial vegetation patterns. Drought stress models, such as the Vegetation Drought Response Index (VegDRI), often use...
Benedict, Trenton D; Brown, Jesslyn F.; Boyte, Stephen P.; Howard, Daniel; Fuchs, Brian; Wardlow, Brian D.; Tadesse, Tsegaye; Evenson, Kirk Characterizing land surface phenology and exotic annual grasses in dryland ecosystems using Landsat and Sentinel-2 data in harmony
Invasive annual grasses, such as cheatgrass (Bromus tectorum L.), have proliferated in dryland ecosystems of the western United States, promoting increased fire activity and reduced biodiversity that can be detrimental to socio-environmental systems. Monitoring exotic annual grass cover and dynamics over large areas requires the use of remote...
Pastick, Neal; Dahal, Devendra; Wylie, Bruce K.; Parajuli, Sujan; Boyte, Stephen P.; Wu, Zhuoting Estimating abiotic thresholds for sagebrush condition class in the western United States
Sagebrush ecosystems of the western United States can transition from extended periods of relatively stable conditions to rapid ecological change if acute disturbances occur. Areas dominated by native sagebrush can transition from species-rich native systems to altered states where non-native annual grasses dominate, if resistance to annual...
Boyte, Stephen P.; Wylie, Bruce K.; Gu, Yingxin; Major, Donald J. Validating a time series of annual grass percent cover in the sagebrush ecosystem
We mapped yearly (2000–2016) estimates of annual grass percent cover for much of the sagebrush ecosystem of the western United States using remotely sensed, climate, and geophysical data in regression-tree models. Annual grasses senesce and cure by early summer and then become beds of fine fuel that easily ignite and spread fire...
Boyte, Stephen P.; Wylie, Bruce K.; Major, Donald J. Fusing MODIS with Landsat 8 data to downscale weekly normalized difference vegetation index estimates for central Great Basin rangelands, USA
Data fused from distinct but complementary satellite sensors mitigate tradeoffs that researchers make when selecting between spatial and temporal resolutions of remotely sensed data. We integrated data from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor aboard the Terra satellite and the Operational Land Imager sensor aboard the...
Boyte, Stephen P.; Wylie, Bruce K.; Rigge, Matthew B.; Dahal, Devendra Estimating carbon and showing impacts of drought using satellite data in regression-tree models
Integrating spatially explicit biogeophysical and remotely sensed data into regression-tree models enables the spatial extrapolation of training data over large geographic spaces, allowing a better understanding of broad-scale ecosystem processes. The current study presents annual gross primary production (GPP) and annual ecosystem respiration (RE...
Boyte, Stephen P.; Wylie, Bruce K.; Howard, Danny; Dahal, Devendra; Gilmanov, Tagir G. The integrated rangeland fire management strategy actionable science plan
The Integrated Rangeland Fire Management Strategy (hereafter Strategy, DOI 2015) outlined the need for coordinated, science-based adaptive management to achieve long-term protection, conservation, and restoration of the sagebrush (Artemisia spp.) ecosystem. A key component of this management approach is the identification of knowledge gaps that...
Aldridge, Cameron L.; Berg, Ken; Boyd, Chad S.; Boyte, Stephen P.; Bradford, John B.; Brunson, Ed; Cissel, John H.; Conway, Courtney J.; Chalfoun, Anna D.; Chambers, Jeanne C.; Clark, Patrick; Coates, Peter S.; Crist, Michele R.; Davis, Dawn M.; DeCrappeo, Nicole; Deibert, Patricia A.; Doherty, Kevin E.; Evers, Louisa B.; Finch, Deborah M.; Finn, Sean P.; Germino, Matthew J.; Glenn, Nancy F.; Gucker, Corey; Hall, John A.; Hanser, Steven E.; Havlina, Douglas W.; Heinrichs, Julie; Heller, Matt; Homer, Collin G.; Hunter, Molly E.; Jacobs, Ruth W.; Karl, Jason W.; Kearney, Richard; Kemp, Susan K; Kilkenny, Francis F.; Knick, Steven T.; Launchbaugh, Karen; Manier, Daniel J.; Mayer, Kenneth E. ; Meyer, Susan E.; Monroe, Adrian P.; MontBlanc, Eugénie; Newingham, Beth A.; Pellant, Michael L.; Phillips, Susan L.; Pilliod, David S.; Ricca, Mark A.; Richardson, Bryce A.; Rose, Jeffrey A.; Shaw, Nancy; Sheley, Roger L.; Shinneman, Douglas J.; Wiechman, Lief A.; Wylie, Bruce K. An optimal sample data usage strategy to minimize overfitting and underfitting effects in regression tree models based on remotely-sensed data
Regression tree models have been widely used for remote sensing-based ecosystem mapping. Improper use of the sample data (model training and testing data) may cause overfitting and underfitting effects in the model. The goal of this study is to develop an optimal sampling data usage strategy for any dataset and identify an appropriate number of...
Gu, Yingxin; Wylie, Bruce K.; Boyte, Stephen P.; Picotte, Joshua J.; Howard, Danny; Smith, Kelcy; Nelson, Kurtis Near-real-time cheatgrass percent cover in the Northern Great Basin, USA, 2015
Cheatgrass (Bromus tectorum L.) dramatically changes shrub steppe ecosystems in the Northern Great Basin, United States.Current-season cheatgrass location and percent cover are difficult to estimate rapidly.We explain the development of a near-real-time cheatgrass percent cover dataset and map in the Northern Great Basin for the current year (2015...
Boyte, Stephen P.; Wylie, Bruce K. Cheatgrass percent cover change: Comparing recent estimates to climate change − Driven predictions in the Northern Great Basin
Cheatgrass (Bromus tectorum L.) is a highly invasive species in the Northern Great Basin that helps decrease fire return intervals. Fire fragments the shrub steppe and reduces its capacity to provide forage for livestock and wildlife and habitat critical to sagebrush obligates. Of particular interest is the greater sage grouse (Centrocercus...
Boyte, Stephen P.; Wylie, Bruce K.; Major, Donald J. The integration of geophysical and enhanced Moderate Resolution Imaging Spectroradiometer Normalized Difference Vegetation Index data into a rule-based, piecewise regression-tree model to estimate cheatgrass beginning of spring growth
Cheatgrass exhibits spatial and temporal phenological variability across the Great Basin as described by ecological models formed using remote sensing and other spatial data-sets. We developed a rule-based, piecewise regression-tree model trained on 99 points that used three data-sets – latitude, elevation, and start of season time based on...
Boyte, Stephen P.; Wylie, Bruce K.; Major, Donald J.; Brown, Jesslyn F. Mapping and monitoring cheatgrass dieoff in rangelands of the Northern Great Basin, USA
Understanding cheatgrass (Bromus tectorum) dynamics in the Northern Great Basin rangelands, USA, is necessary to effectively manage the region’s lands. This study’s goal was to map and monitor cheatgrass performance to identify where and when cheatgrass dieoff occurred in the Northern Great Basin and to discover how this...
Boyte, Stephen P.; Wylie, Bruce K.; Major, Donald J.
EROS Work Informs USGS Sagebrush Ecosystem Efforts
The case for sagebrush habitat as the iconic landscape of the American West is a fairly one easy to make.