Remote sensing of grassland production and management—A review
Grasslands cover one third of the earth's terrestrial surface and are mainly used for livestock
production. The usage type, use intensity and condition of grasslands are often unclear …
production. The usage type, use intensity and condition of grasslands are often unclear …
Review of remote sensing applications in grassland monitoring
The application of remote sensing technology in grassland monitoring and management has
been ongoing for decades. Compared with traditional ground measurements, remote …
been ongoing for decades. Compared with traditional ground measurements, remote …
[HTML][HTML] Crop mapping from image time series: Deep learning with multi-scale label hierarchies
The aim of this paper is to map agricultural crops by classifying satellite image time series.
Domain experts in agriculture work with crop type labels that are organised in a hierarchical …
Domain experts in agriculture work with crop type labels that are organised in a hierarchical …
[HTML][HTML] Mapping grassland mowing events across Germany based on combined Sentinel-2 and Landsat 8 time series
Spatially explicit knowledge on grassland extent and management is critical to understand
and monitor the impact of grassland use intensity on ecosystem services and biodiversity …
and monitor the impact of grassland use intensity on ecosystem services and biodiversity …
[HTML][HTML] Exploring the potential of land surface phenology and seasonal cloud free composites of one year of Sentinel-2 imagery for tree species mapping in a …
A Kollert, M Bremer, M Löw, M Rutzinger - International Journal of Applied …, 2021 - Elsevier
Optical satellite imagery with high temporal and spatial resolution, such as acquired by
Sentinel-2, is increasingly becoming available and is used to derive maps of tree species …
Sentinel-2, is increasingly becoming available and is used to derive maps of tree species …
Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series
M Lange, H Feilhauer, I Kühn, D Doktor - Remote Sensing of Environment, 2022 - Elsevier
Abstract Information on grassland land-use intensity (LUI) is crucial for understanding trends
and dynamics in biodiversity, ecosystem functioning, earth system science and …
and dynamics in biodiversity, ecosystem functioning, earth system science and …
[HTML][HTML] Quantifying drought effects in Central European grasslands through regression-based unmixing of intra-annual Sentinel-2 time series
Severe droughts caused unprecedented impacts on grasslands in Central Europe in 2018
and 2019. Yet, spatially varying drought impacts on grasslands remain poorly understood as …
and 2019. Yet, spatially varying drought impacts on grasslands remain poorly understood as …
[HTML][HTML] Pixel-based yield mapping and prediction from Sentinel-2 using spectral indices and neural networks
G Perich, MO Turkoglu, LV Graf, JD Wegner… - Field Crops …, 2023 - Elsevier
Mapping and predicting crop yield on a large scale is increasingly important for use cases
such as policy-making, risk insurance and precision agriculture applications at farm and field …
such as policy-making, risk insurance and precision agriculture applications at farm and field …
Mowing detection using Sentinel-1 and Sentinel-2 time series for large scale grassland monitoring
M De Vroey, L de Vendictis, M Zavagli… - Remote Sensing of …, 2022 - Elsevier
Managed grasslands cover about one third of the European utilized agricultural area.
Appropriate grassland management is key for balancing trade-offs between provisioning …
Appropriate grassland management is key for balancing trade-offs between provisioning …
The impacts of disturbances on mountain ecosystem services: Insights from BEAST and Bayesian network
R Lyu, J Pang, J Zhang, J Zhang - Applied Geography, 2024 - Elsevier
Disturbances, such as wildfire, insect outbreak, wind throw and building construction, can
significantly alter ecological processes and impact the supply of mountain ecosystem …
significantly alter ecological processes and impact the supply of mountain ecosystem …