Sentinel-2 data for land cover/use map**: A review
The advancement in satellite remote sensing technology has revolutionised the approaches
to monitoring the Earth's surface. The development of the Copernicus Programme by the …
to monitoring the Earth's surface. The development of the Copernicus Programme by the …
A systematic review of local to regional yield forecasting approaches and frequently used data resources
Forecasting crop yields, or providing an expectation of ex-ante harvest amounts, is highly
relevant to the whole agricultural production chain. Farmers can adapt their management …
relevant to the whole agricultural production chain. Farmers can adapt their management …
Temporal convolutional neural network for the classification of satellite image time series
Latest remote sensing sensors are capable of acquiring high spatial and spectral Satellite
Image Time Series (SITS) of the world. These image series are a key component of …
Image Time Series (SITS) of the world. These image series are a key component of …
[HTML][HTML] Sentinel-2 cropland map** using pixel-based and object-based time-weighted dynamic time war** analysis
Efficient methodologies for map** croplands are an essential condition for the
implementation of sustainable agricultural practices and for monitoring crops periodically …
implementation of sustainable agricultural practices and for monitoring crops periodically …
[HTML][HTML] Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various crop** …
The convergence of new EO data flows, new methodological developments and cloud
computing infrastructure calls for a paradigm shift in operational agriculture monitoring. The …
computing infrastructure calls for a paradigm shift in operational agriculture monitoring. The …
Self-attention for raw optical satellite time series classification
The amount of available Earth observation data has increased dramatically in recent years.
Efficiently making use of the entire body of information is a current challenge in remote …
Efficiently making use of the entire body of information is a current challenge in remote …
How much does multi-temporal Sentinel-2 data improve crop type classification?
The Sentinel-2 mission of the ESA's Copernicus programme is generating unprecedented
volumes of data at high spatial, spectral and temporal resolutions. The objective of this short …
volumes of data at high spatial, spectral and temporal resolutions. The objective of this short …
Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas
New remote sensing sensors will acquire High spectral, spatial and temporal Resolution
Satellite Image Time Series (HR-SITS). These new data are of great interest to map land …
Satellite Image Time Series (HR-SITS). These new data are of great interest to map land …
[HTML][HTML] A comparison of global agricultural monitoring systems and current gaps
Global and regional scale agricultural monitoring systems aim to provide up-to-date
information regarding food production to different actors and decision makers in support of …
information regarding food production to different actors and decision makers in support of …
Examining earliest identifiable timing of crops using all available Sentinel 1/2 imagery and Google Earth Engine
Timely and accurate information on crop planting areas is critical for estimating crop
production, and earlier crop map** can benefit decision-making related to crop insurance …
production, and earlier crop map** can benefit decision-making related to crop insurance …