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Improving agricultural field parcel delineation with a dual branch spatiotemporal fusion network by integrating multimodal satellite data
Accurate spatial information for agricultural field parcels is important for agricultural
production management and understanding agro-industrialization and intensification …
production management and understanding agro-industrialization and intensification …
[HTML][HTML] Evapotranspiration, gross primary productivity and water use efficiency over a high-density olive orchard using ground and satellite based data
The trade-off between increasing agricultural production and groundwater conservation,
which is often the only irrigation source in arid regions, is a major challenge for water …
which is often the only irrigation source in arid regions, is a major challenge for water …
[HTML][HTML] A machine learning approach for identifying and delineating agricultural fields and their multi-temporal dynamics using three decades of Landsat data
High spatial and temporal resolution satellite imagery are essential data for land cover
discrimination and map** of vegetation dynamics, offering insights into the number …
discrimination and map** of vegetation dynamics, offering insights into the number …
[HTML][HTML] Sustainable water management for small farmers with center-pivot irrigation: a hydraulic and structural design perspective
In Pakistan, surface water supply for irrigation is decreasing, while water demand is
increasing for agriculture production. Also, due to the fast rate of population growth, land …
increasing for agriculture production. Also, due to the fast rate of population growth, land …
[HTML][HTML] An adaptive image segmentation method with automatic selection of optimal scale for extracting cropland parcels in smallholder farming systems
Reliable cropland parcel data are vital for agricultural monitoring, yield estimation, and
agricultural intensification assessments. However, the inherently high landscape …
agricultural intensification assessments. However, the inherently high landscape …
Dealing with clouds and seasonal changes for center pivot irrigation systems detection using instance segmentation in sentinel-2 time series
The automatic detection of Center Pivot Irrigation Systems (CPIS) is fundamental for
establishing public policies, especially in countries with a growth perspective in this …
establishing public policies, especially in countries with a growth perspective in this …
Map** annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning
As an important agricultural facility that supports efficient crop production and precise water
management, center-pivot irrigated cropland (CPIC) plays a critical role in increasing crop …
management, center-pivot irrigated cropland (CPIC) plays a critical role in increasing crop …
First evidence of widespread, severe soil erosion underneath centre-pivot irrigation systems
Centre-pivot systems are widely used for irrigation in agriculture. However, excessive water
application rates under low pressure centre-pivot systems can lead to soil erosion, which …
application rates under low pressure centre-pivot systems can lead to soil erosion, which …
Evaluation of sentinel-1 and sentinel-2 feature sets for delineating agricultural fields in heterogeneous landscapes
The Group on Earth Observations Global Agricultural Monitoring Initiative (GEOGLAM)
considers agricultural fields as one of the essential variables that can be derived from …
considers agricultural fields as one of the essential variables that can be derived from …