Terclim 2026 banner
IVES 9 IVES Conference Series 9 Terclim 9 Terclim 2026 9 Terclim 2026 – Session 2: Multi-disciplinary approaches for integrated terroir research 9 Application of Balanced Entropy Index as a predictor of soil hydraulic properties in vineyard soils of Jumilla (SE Spain)

Application of Balanced Entropy Index as a predictor of soil hydraulic properties in vineyard soils of Jumilla (SE Spain)

Abstract

In recent decades the Mediterranean Basin has been experiencing a sustained increase in temperatures and an irregularity in the distribution of rainfall that increases the probability of the occurrence of periods of intense drought. In this climatic context, the survival of dry-farm vineyards in the semi-arid regions of the Mediterranean Basin may be threatened, making it necessary to deepen the knowledge and modelling of the soil hydraulic properties. Pedotransfer functions have been widely used to estimate soil hydraulic properties from basic soil data that are easy to obtain or currently available from soil surveys, and soil particle size distribution, or texture, is known to be useful for this purpose. The Balanced Entropy Index (BEI) is an index that characterizes the non-evenness of particle size distributions, and it has a potential to reflect the soil particles packing. Thus, it is not surprising that this index has been identified as being controlled by the properties of the geological material in which the soil develops. In a previous study using the USDA-NRCS soil characterization database the BEI was identified as the best single predictor and the most important predictor of volumetric water content at -33kPA. In the present work the BEI has been tested along with other basic soil properties in predicting soil hydraulic properties in vineyard soils of the Protected Designation of Origin “Jumilla”, located in the southeast of the Iberian Peninsula. The data set used in this work includes data from 137 soil samples from vineyard soils, which involve eight of the twelve soil texture classes (sand, loamy sand, sandy loam, loam, clay loam, silty clay, sandy clay loam, and clay). Results confirm that BEI is the best single predictor of gravimetric water content at -33kPA (R2=0.6537) and the second single predictor of gravimetric water content at -1500kPA (R2=0.6995), which suggests that BEI represents a promising approach to increase the accuracy of estimated soil water properties in vineyard soils.

References

Cámara, J, Gómez-Miguel, V, & Martín, M. A. (2017). Lithologic control on soil texture heterogeneity. Geoderma, 287(10), 157‑163. https://doi.org/10.1016/j.geoderma.2016.09.006

Cámara, J, Lázaro, A, & Gómez-Miguel, V. (2018). Quantifying hydropedological properties of terroir at different scales. Implications in vineyard characteristics of three viticultural regions of the Iberian Peninsula. E3S Web of Conferences 50, 01001.https://doi.org/10.1051/e3sconf/201850201001

Cámara, J, Martínez, C, & Gómez-Miguel, V. (2022). Impact of climate change on the viticultural climate of the Protected Designation of Origin “Jumilla” (SE Spain). IVES Conferences Series, Terclim 2022.

Martín, M. A, Pachepsky, Y. A, Rey, J. M, Taguas, J, & Rawls, W. J. (2005). Balanced entropy index to characterize soil texture for soil water retention estimation. Soil Science, 170(10), 759‑766. https://doi.org/10.1097/01.ss.0000190507.10804.47

Santillán, D., Sotés, V., Iglesias, A, & Garrote, L. (2019). Adapting viticulture to climate change in the Mediterranean region: Evaluations accounting for spatial differences in the producers-climate interactions. BIO Web of Conferences 12, 01001. https://doi.org/10.1051/bioconf/20191201001

Publication date: June 29, 2026

Issue: Terclim 2026

Type: Poster

Authors

Joaquín Cámara1,2,*, Eduardo Vázquez2

1 CEIGRAM, Universidad Politécnica de Madrid, Madrid, 28040, Spain

2 Departamento de Producción Agraria, Universidad Politécnica de Madrid, Madrid, 28040, Spain

Contact the author*

Keywords

Balanced Entropy Index, soil hydraulic properties, particle size distribution, PDO Jumilla

Tags

IVES Conference Series | terclim | Terclim 2026

Citation

Related articles…

Dating of old vineyards: A multidisciplinary, non-invasive approach for age validation developed in Campo de Borja (Spain)

The present study aims to develop a multidisciplinary method capable of estimating the age of vineyards within the Protected Designation of Origin (P.D.O.) Campo de Borja in a probabilistic manner.

Investigating impact of terroir on sensory perception of wines made from hybrid grape cultivar ‘Marquette’

In this study we investigated the impact of geography, soil type, and harvest date on grape quality traits (e.g., cluster development, cluster architecture, fruit quality, and wine quality).

Microclimatic effects of tree-based infrastructures in vineyards: A multisource approach combining remote sensing and in situ measurements

Vineyards are particularly sensitive to climatic extremes, especially heatwaves and frost events, whose frequency and intensity are increasing.

High-resolution agroclimatic projections for assessing climate change impacts on French viticulture for the 2030, 2040, and 2050 horizons

Agriculture is extremely vulnerable to climate change. Increases in air temperature, altered rainfall patterns, and more frequent extreme events are key climate impacts influencing crop yields, safety, and quality.

Classic versus integral mean temperature calculations in the estimation of the Winkler index

The use of bioclimatic indexes is a common practice to evaluate the suitability of regions for specific crops or cultivars, particularly in viticulture.