Resultados de investigación

Each Excel file contains a brief description of the data. The thermal properties of the (≈ 10 mg) oleogels were measured by differential scanning calorimetry (Mettler-Toledo, STARe SYSTEM DSC 3+, Barcelona, Spain) from -25 to 80 °C at a rate of 1 K·min-1. For textural analysis, an aliquot of 15 g of molten oleogels were placed into a cylindrical plastic container with 30 mm diameter and 42 mm height and the penetration force was measured in-situ after 24 hours of their preparation using a Texture Analyzer TA.XT Plus (Stable Micro System, England) equipped with Texture Exponent Software V. 5.1.1.0. The OBC values of oleogels were determined by centrifugation. An Eppendorf tube containing approximately 1.0 g of oleogel was centrifuged at 25°C and 9000 rpm for 30 minutes and the released oil was decanted into cotton wool while the tube was upside-down vertically for 1 hour and OBC (%) of oleogel was calculated.

This dataset corresponds to a study aimed at evaluating the hygroscopic behaviour and corrosion effect of inorganic compounds to be applied as phase change material (PCM) in a laten heat thermal energy storage (TES) system. The hygroscopy test consisted of analysing the rate at which inorganic compounds can absorb water during 8 hours of exposure to the environment and the amount of water removed in 12 hours of subsequent drying. The corrosion tests consisted of analysing the changes produced by static orrosion in stainless steel fibres when they are immersed one week in different liquid inorganic PCMs as first tests for PCM selection.

This dataset contains genotypes for seven candidate genetic markers for the host response to PRRS and phenotypes of commercial pigs.

The data include the protein hydrolysates production results (weight yield, crude protein content, protein yield, total amino acids and amino acids yield), protein hydrolysates characterisation (molecular weight distribution, emulsifying capacity index and emulsion stability index).

The dataset contains measurements of growth rate, number of bud scars, and number of growth rings of 18 ramets belonging to three genets (i.e. 15, 44, 147) of the dwarf shrub Salix herbacea L., growing on top of Mount Prado (Italy).

Includes the experimental resume of the effect of soli-state fermentation of different agroindustrial by-products by Rhizopus oryzae. The data include the initial source, autoclaved source and fermented products results in production (crude protein content, protein yield, amino acids, total amino acids) and characterisation (antinutrients), protein fraction: characterisation (molecular weight distribution) functionality (emulsifying capacity index and emulsion stability index) and quality (in vitro protein digestibility, amino acid score and in vitro protein digestibility-corrected amino acid score).

A multi-environment dataset (height and survival at age 20) consisting of 123 populations of Pinus pinaster evaluated in 15 trials is presented. Four marker-based, previously defined neutral classifications along with two ad hoc climate-based categorizations are aslo included for the purpose of summarizing plasticity patterns in the species.

The AmodalAppleSize_RGB-D dataset comprises a collection of RGB-D apple tree images that can be used to train and test computer vision-based fruit detection and sizing methods. This dataset encompasses two distinct sets of data obtained from a Fuji and an Elstar apple orchards. The Fuji apple orchard sub-set consists of 3925 RGB-D images containing a total of 15335 apples annotated with both modal and amodal apple segmentation masks. Modal masks denote the visible portions of the apples, whereas amodal masks encompass both visible and occluded apple regions. Notably, this dataset is the first public resource to incorporate fruit amodal masks. This pioneering inclusion addresses a critical gap in existing datasets, enabling the development of robust automatic fruit sizing methods and accurate fruit visibility estimation, particularly in the presence of partial occlusions. Besides the fruit segmentation masks, the dataset also includes the fruit size (calliper) ground truth for each annotated apple. The second sub-set comprises 2731 RGB-D images capturing five Elstar apple trees at four distinct growth stages. This sub-set includes mean diameter information for each tree at every growth stage and serves as a valuable resource for evaluating fruit sizing methods trained with the first sub-set. The present data was employed in the research paper titled "Looking behind occlusions: a study on amodal segmentation for robust on-tree apple fruit size estimation".

Historical data on transport infrastructures are raising increasing interest due to their power to stimulate economic and social change. Bearing this in mind, this GIS database provides six files organized in two Shapefile formats, with three for the Spanish railway lines (wide, narrow and high-speed) and another three for railway stations, between 1848 and 2023.

A long-term dataset (ca. 60 years; 1960-2016) of reproduction, ring-width and stable isotopes (C and O) of five productive stands of Pinus pinea from the Spanish central Plateau (Valladolid province, Spain). Climate records are also included (Valladolid station, Spain) for modelling stand responses to climate.