Delineation of management zones dealing with low sampling and outliers

COF Silva, CR Grego, RL Manzione, SRM Oliveira… - Precision …, 2025 - Springer
Abstract Purpose Management zones (MZs) are the subdivision of a field into a few
contiguous homogeneous zones to guide variable-rate application. Delineating MZs can be …

[HTML][HTML] Fusion of Remotely Sensed Data with Monitoring Well Measurements for Groundwater Level Management

COF Silva, RL Manzione, EP Silva Neto, UA Bezerra… - AgriEngineering, 2025 - mdpi.com
In the realm of hydrological engineering, integrating extensive geospatial raster data from
remote sensing (Big Data) with sparse field measurements offers a promising approach to …

[HTML][HTML] Summarizing soil chemical variables into homogeneous management zones–case study in a specialty coffee crop

COF Silva, CR Grego, RL Manzione… - Smart Agricultural …, 2024 - Elsevier
Homogeneous management zones (HMZs) delineation is important for the application of
precision agriculture because farm management decisions are based on it. Diverse soil …

Hierarchical Stratification for Spatial Sampling and Digital Map** of Soil Attributes

DD Melo, IA Cunha, LR Amaral - AgriEngineering, 2025 - search.proquest.com
This study assessed whether stratifying agricultural areas into macro-and micro-variability
regions allows targeted sampling to better capture soil attribute variability, thus improving …