GiESCO 2019 banner
IVES 9 IVES Conference Series 9 GiESCO 9 Importance of the Terror Variability Map (TVM) in Precision viticulture (PV): choice of methodology for soil classification

Importance of the Terror Variability Map (TVM) in Precision viticulture (PV): choice of methodology for soil classification


Context and purpose of the study – ThePrecision Viticulture (PV) is defined “as a management system that is information and technology based, is site specific and uses one or more of the following sources of data: soils, vigour, nutrients, pests, moisture, and yield among others, for optimum profitability, sustainability, and protection of the environment” (OIV, 2018, in process). The elements mentioned in the definition are an important part of the terroir components. The terroir is a tool In Viticulture, it is the analysis and study unit, and the variability of a certain situation can be due to any difference in every element or property of each factor that constitutes it, including the management.The soil and its management are those that bring the most variability to terroir. On the one hand, the soil is the factor of the terroir of shortest wave; it means that it is the factor that has the most horizontal variability (geography, cartography) as well as vertical (typology, classification). Besides, due to its properties, mainly as a production factor, the soil is the factor that can easily be modified by the wine-grower and it can be adapted it his interests by the PV, for example. For this reason, the Terroir Variability Map (TVM) is a necessary management tool in PV and it has to join enough conditions of both cartographic quality (scale, predictivity and precision), and content (characterization, quantification, classification and evaluation). This work is about of the most efficient choice of the soil classification in relationship with best application of TVM related to traceability and technology transfer in the viticulture.

Material and methods – The main characteristics of the most important two soil classifications, exactly the World Reference Base for Soil Resources (FAO system) and the Soil Taxonomy (USDA system) are compared, in relationship with their application in the TVM for its use in the PV.

Results – Three types of TVM related to the terroir zoning studies are defined: a) The inventory maps (generalized studies; orders 4, 5 and 6) are useful to identify the possible variability elements of terroir in a wide region with null or slight rate in vineyard occupation and that includes a valuation of these elements. In the inventory TVM, scales of less than 1: 50,000 are used. In 1: 250,000 or lower scales it is possible to use the FAO system but in upper scales it is preferable to use the USDA system in a subgroup level and in which soil phases are included. All the map units of the result are politáxicas. The application of these TVM determines the possible capacity of viticultural use in certain subzones and the exclusion of others; b) The management maps (macrozoning studies; orders 2 and 3); are useful to do an identification, characterization and evaluation of the terroir in a certain wine-growing region. In the management TVM scales between 1: 30,000 and 1: 15,000 are used. It is not possible the use of FAO system and it is necessary the use USDA system at the categorical level of families or series, including phases. Politaxic soil map units they are predominant. In these TVM the quality of the different terroir is determined, but the map unit they belong to is not, and because of this they can only be used to management of the wine-growing region (for example, on the DO), and it can’t be used for instance to do direct recommendations about the management to the vine-grower about or for the Precision Viticulture; and c) In executive maps (microzoning studies; order 1), scales upper 1: 10,000 (preferably higher than 1: 5,000) are used and it is not possible the use of FAO system, and it is necessary to use USDA system at the categorical level of soil series, including very specific phases and related to terroir. All these soil map units are monotaxics. In these TVM it determines the quality of the terroir and the map unit they belong to and so they can be used for management of the wine-growing region, farm or plot and mainly to do direct recommendations to the vine-grower in the PV application.


Publication date: September 27, 2023

Issue: GiESCO 2019

Type: Poster



1Universidad Politécnica de Madrid; c/ Puerta de Hierro, 2; 28040-Madrid, Spain

Contact the author


zoning, terroir, soil, precision viticulture, Terror Variability Map


GiESCO | GiESCO 2019 | IVES Conference Series


Related articles…

Evaluation of Furmint clones in the Tokaj Wine Region

The ’Furmint’ is the most important grape variety in the Tokaj Wine Region, constituting around 65% of its vineyard area. Before the phylloxera disease many types were grown, but as selection started in the 20th century, its diversity dramatically narrowed. As a result, the cultivation of Furmint was based mainly on two heavy-cropping clones, T.85 and T.92 at the end of the ’80s. Aims of present clone research take into account that after solely quantity as target, quality emerged in the 1990’s and most recently, typicity appeared as more private estates began their own selection program.

Performance of Selected Uruguayan Native Yeasts for Tannat Wine Production at Pilot Scale

The wine industry is increasing the demand for indigenous yeasts adapted to the terroir to produce unique wines that reflect the distinctive characteristics of each region. In our group, we have identified and characterized 60 native yeast strains isolated from a vineyard in Maldonado-Uruguay, in which three strains stood out: Saccharomyces cerevisiae T193FS, Saturnispora diversa T191FS, and Starmerella bacillaris T193MS. Their oenological potential was evaluated at a semi-pilot scale in Tannat must vinification in the wine cellar to have a more precise and representative evaluation of the final product.


[lwp_divi_breadcrumbs home_text="IVES" use_before_icon="on" before_icon="||divi||400" module_id="publication-ariane" _builder_version="4.20.4" _module_preset="default" module_text_align="center" module_font_size="16px" text_orientation="center"...

Classification of the wine-growing environment of Central Mancha (Spain). First works

This paper describes a zoning study performed on a vast territory of around 86,500 hectares, situated in the countryside area of La Mancha Central (Castilla-La Mancha). The aim of the study was to classify the environment according to a small number of ecological criteria, establish the relevant territorial units and generate thematic maps with the different levels of criteria employed and synthetic maps by crossing these criteria.

Techniques to study graft union formation in grapevine 

Grapevines are grown grafting in most viticultural regions. Grapevine rootstocks are either hybrids or pure species of different American Vitis spp. (particularly V. berlandieri, V. rupestris and V. riparia), which are primarily used to provide root resistance to the insect pest Phylloxera. In addition to Phylloxera resistance, ideally grapevine rootstocks should be resistant to other soil borne pathogens and adapted to abiotic stress conditions. New rootstocks have the potential to adapt agriculture to climate change without changing the characteristics of the harvested product. However, high grafting success rates are an essential prerequisite.