Tools for predicting forage growth in rangelands and economic analyses—a systematic review

SN Subhashree, C Igathinathane, A Akyuz, M Borhan… - Agriculture, 2023 - mdpi.com
Farmers and ranchers depend on annual forage production for grassland livestock
enterprises. Many regression and machine learning (ML) prediction models have been …

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

T Kattenborn, J Lopatin, M Förster, AC Braun… - Remote sensing of …, 2019 - Elsevier
Invasive plant species can pose major threats to biodiversity, ecosystem functioning and
services. Satellite based remote sensing has evolved as an important technology to spatially …

Prediction of plant diversity in grasslands using Sentinel-1 and-2 satellite image time series

M Fauvel, M Lopes, T Dubo, J Rivers-Moore… - Remote Sensing of …, 2020 - Elsevier
The prediction of grasslands plant diversity using satellite image time series is considered in
this article. Fifteen months of freely available Sentinel optical and radar data were used to …

[HTML][HTML] One-class classification of natural vegetation using remote sensing: a review

S Rapinel, L Hubert-Moy - Remote Sensing, 2021 - mdpi.com
Advances in remote sensing (RS) technology in recent years have increased the interest in
including RS data into one-class classifiers (OCCs). However, this integration is complex …

How canopy shadow affects invasive plant species classification in high spatial resolution remote sensing

J Lopatin, K Dolos, T Kattenborn… - Remote Sensing in …, 2019 - Wiley Online Library
Plant invasions can result in serious threats for biodiversity and ecosystem functioning.
Reliable maps at very‐high spatial resolution are needed to assess invasions dynamics …

The impact of anthropogenic land use change on the protected areas of the Kilombero catchment, Tanzania

F Thonfeld, S Steinbach, J Muro, K Hentze… - ISPRS Journal of …, 2020 - Elsevier
Abstract The Kilombero floodplain in Tanzania is one of the largest wetlands in Africa and at
the same time one of the focus regions for agricultural production of the Tanzanian …

Map** plant species in mixed grassland communities using close range imaging spectroscopy

J Lopatin, FE Fassnacht, T Kattenborn… - Remote Sensing of …, 2017 - Elsevier
Grasslands are one of the ecosystems that have been strongly affected by anthropogenic
impacts. The state-of-the-art in monitoring changes in grassland species composition is to …

[HTML][HTML] Map** the fractional coverage of the invasive shrub Ulex europaeus with multi-temporal Sentinel-2 imagery utilizing UAV orthoimages and a new spatial …

T Gränzig, FE Fassnacht, B Kleinschmit… - International Journal of …, 2021 - Elsevier
Map** the occurrence patterns of invasive plant species and understanding their invasion
dynamics is a crucial requirement for preventing further spread to so far unaffected regions …

[HTML][HTML] Plant community stability, indicator species and their driving factors at a gradient of grazing intensity in an alpine meadow

L Pei, Z Wu, Y Qian, X Li, J Zhang, J Sun, Y Wang - Ecological Indicators, 2024 - Elsevier
Abstract On the Tibetan Plateau, most alpine meadows have undergone various degree of
degradation due to heavy grazing practices. Assessing the progress of grazing succession …

[HTML][HTML] Invasive tree species detection in the Eastern Arc Mountains biodiversity hotspot using one class classification

R Piiroinen, FE Fassnacht, J Heiskanen… - Remote sensing of …, 2018 - Elsevier
Eucalyptus spp. and Acacia mearnsii are common exotic tree species in eastern Africa that
have shown (strong) invasive behavior in some regions. Acacia mearnsii is considered a …