In this paper, an algorithm for the generation of interpretable maps yielding management zones in agriculture is presented. The key points are the definition of numerical zoning quality criteria that are used to guide a global optimization procedure based on quantile values. This makes it an alternative to classical zoning procedures based on local criteria, such as segmentation-based ones. The algorithm is applied to real yield data from precision agriculture
Most agricultural fields naturally have within-field variations that may require site-specific atten...
One of the fields of research in precision agriculture (PA) is the delineation of potential manageme...
Precision agriculture (PA) comprises the use of management zones (MZs). Sample data are usually inte...
One of the greatest promises of precision agriculture is in its potential to influence decision-maki...
The identification of optimal management zones, including optimal uniform grid size, is a complex is...
Fundamental to the philosophy of precision agriculture is the concept of matching inputs to needs. R...
In the agricultural field, the principle of sustainable development began to be applied when product...
Different methods of management zone (MZ) delineation have been established over the past 2 decades ...
Abstract: This study proposed a methodology to identify homogeneous management zones within a 8 ha f...
Mestrado em Engenharia Agronómica - Instituto Superior de AgronomiaThe promise of precision agricult...
The adoption of precision agriculture has the potential to increase the environmental sustainability...
This thesis concerns Precision Agriculture (PA) technology which involves methods developed to optim...
Yields mapping can be done in GIS programs as well as in specialized software for agriculture. These...
This thesis examines the use of precision agriculture data, specifically yield maps, for making site...
This paper develops a management zone delineation procedure based on a spatial statistics approach a...
Most agricultural fields naturally have within-field variations that may require site-specific atten...
One of the fields of research in precision agriculture (PA) is the delineation of potential manageme...
Precision agriculture (PA) comprises the use of management zones (MZs). Sample data are usually inte...
One of the greatest promises of precision agriculture is in its potential to influence decision-maki...
The identification of optimal management zones, including optimal uniform grid size, is a complex is...
Fundamental to the philosophy of precision agriculture is the concept of matching inputs to needs. R...
In the agricultural field, the principle of sustainable development began to be applied when product...
Different methods of management zone (MZ) delineation have been established over the past 2 decades ...
Abstract: This study proposed a methodology to identify homogeneous management zones within a 8 ha f...
Mestrado em Engenharia Agronómica - Instituto Superior de AgronomiaThe promise of precision agricult...
The adoption of precision agriculture has the potential to increase the environmental sustainability...
This thesis concerns Precision Agriculture (PA) technology which involves methods developed to optim...
Yields mapping can be done in GIS programs as well as in specialized software for agriculture. These...
This thesis examines the use of precision agriculture data, specifically yield maps, for making site...
This paper develops a management zone delineation procedure based on a spatial statistics approach a...
Most agricultural fields naturally have within-field variations that may require site-specific atten...
One of the fields of research in precision agriculture (PA) is the delineation of potential manageme...
Precision agriculture (PA) comprises the use of management zones (MZs). Sample data are usually inte...