Geospatial data mining for digital raster mapping

BK Wylie, NJ Pastick, JJ Picotte… - GIScience & Remote …, 2019 - Taylor & Francis
We performed an in-depth literature survey to identify the most popular data mining
approaches that have been applied for raster mapping of ecological parameters through the …

Phenology-based classification of invasive annual grasses to the species level

PJ Weisberg, TE Dilts, JA Greenberg… - Remote Sensing of …, 2021 - Elsevier
The ability to detect and map invasive plants to the species level, both at high resolution and
over large extents, is essential for their targeted management. Yet development of such …

[PDF][PDF] Remote detection of invasive alien species

EA Bolch, MJ Santos, C Ade, S Khanna… - Remote sensing of …, 2020 - library.oapen.org
Invasive alien species (IAS) are non-native species with a rapid spread potential that can
have negative ecological, environmental, and economic effects on the environments where …

Cheatgrass percent cover change: comparing recent estimates to climate change− driven predictions in the northern Great Basin

SP Boyte, BK Wylie, DJ Major - Rangeland Ecology & Management, 2016 - Elsevier
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 and capability of remote sensing to inform invasive plant species management in the Pacific Islands region

CMH Chan, CJ Owers, S Fuller… - Conservation …, 2024 - Wiley Online Library
Abstract The Pacific Islands region is home to several of the world's biodiversity hotspots, yet
its unique flora and fauna are under threat because of biological invasions. These invasions …

Characterizing land surface phenology and exotic annual grasses in dryland ecosystems using landsat and sentinel-2 data in harmony

NJ Pastick, D Dahal, BK Wylie, S Parajuli, SP Boyte… - Remote Sensing, 2020 - mdpi.com
Invasive annual grasses, such as cheatgrass (Bromus tectorum L.), have proliferated in
dryland ecosystems of the western United States, promoting increased fire activity and …

Long‐term trajectories of fractional component change in the Northern Great Basin, USA

M Rigge, H Shi, C Homer, P Danielson… - Ecosphere, 2019 - Wiley Online Library
The need to monitor change in sagebrush steppe is urgent due to the increasing impacts of
climate change, shifting fire regimes, and management practices on ecosystem health …

Monitoring climate impacts on annual forage production across US semi-arid grasslands

M Poděbradská, BK Wylie, DJ Bathke, YA Bayissa… - Remote Sensing, 2021 - mdpi.com
The ecosystem performance approach, used in a previously published case study focusing
on the Nebraska Sandhills, proved to minimize impacts of non-climatic factors (eg …

Multi-species inference of exotic annual and native perennial grasses in rangelands of the western United States using Harmonized Landsat and Sentinel-2 data

D Dahal, NJ Pastick, SP Boyte, S Parajuli, MJ Oimoen… - Remote Sensing, 2022 - mdpi.com
The invasion of exotic annual grass (EAG), eg, cheatgrass (Bromus tectorum) and
medusahead (Taeniatherum caput-medusae), into rangeland ecosystems of the western …

Disturbance automated reference toolset (DART): Assessing patterns in ecological recovery from energy development on the Colorado Plateau

TW Nauman, MC Duniway, ML Villarreal… - Science of the Total …, 2017 - Elsevier
A new disturbance automated reference toolset (DART) was developed to monitor human
land surface impacts using soil-type and ecological context. DART identifies reference areas …