[HTML][HTML] Mapping grassland mowing events across Germany based on combined Sentinel-2 and Landsat 8 time series

M Schwieder, M Wesemeyer, D Frantz, K Pfoch… - Remote Sensing of …, 2022 - Elsevier
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 …

[HTML][HTML] Mowing event detection in permanent grasslands: Systematic evaluation of input features from Sentinel-1, Sentinel-2, and Landsat 8 time series

F Lobert, AK Holtgrave, M Schwieder, M Pause… - Remote Sensing of …, 2021 - Elsevier
The intensity of land use and management in permanent grasslands affects both biodiversity
and important ecosystem services. Comprehensive knowledge about these intensities is a …

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 …

A comparative analysis of SLR, MLR, ANN, XGBoost and CNN for crop height estimation of sunflower using Sentinel-1 and Sentinel-2

S Abdikan, A Sekertekin, OG Narin, A Delen… - Advances in Space …, 2023 - Elsevier
Sustainable monitoring and determining the biophysical characteristics of crops is of global
importance due to the increase in demand for food. In this context, remote sensing data …

Detection of grassland mowing events for Germany by combining Sentinel-1 and Sentinel-2 time series

S Reinermann, U Gessner, S Asam, T Ullmann… - Remote Sensing, 2022 - mdpi.com
Grasslands cover one-third of the agricultural area in Germany and play an important
economic role by providing fodder for livestock. In addition, they fulfill important ecosystem …

Scalable crop yield prediction with Sentinel-2 time series and temporal convolutional network

M Yli-Heikkilä, S Wittke, M Luotamo, E Puttonen… - Remote Sensing, 2022 - mdpi.com
One of the precepts of food security is the proper functioning of the global food markets. This
calls for open and timely intelligence on crop production on an agroclimatically meaningful …

Exploiting time series of Sentinel-1 and Sentinel-2 to detect grassland mowing events using deep learning with reject region

V Komisarenko, K Voormansik, R Elshawi, S Sakr - Scientific Reports, 2022 - nature.com
Governments pay agencies to control the activities of farmers who receive governmental
support. Field visits are costly and highly time-consuming; hence remote sensing is widely …

Grassland mowing detection using Sentinel-1 time series: Potential and limitations

M De Vroey, J Radoux, P Defourny - Remote Sensing, 2021 - mdpi.com
Grasslands encompass vast and diverse ecosystems that provide food, wildlife habitat and
carbon storage. Their large range in land use intensity significantly impacts their ecological …

Land use classification over smallholding areas in the European Common Agricultural Policy framework

M Campos-Taberner, FJ García-Haro… - ISPRS Journal of …, 2023 - Elsevier
Land use (LU) monitoring and mapping from remote sensing (RS) data are relevant topics in
Earth observation (EO). LU monitoring requires powerful/robust classification approaches …

[HTML][HTML] Grassland mowing event detection using combined optical, SAR, and weather time series

AK Holtgrave, F Lobert, S Erasmi, N Röder… - Remote Sensing of …, 2023 - Elsevier
Abstract The European Union's Common Agricultural Policy (CAP) and the Habitats
Directive aim to improve biodiversity in agricultural landscapes. Both policies require …