Indirectly Measured Research Articles

In-situ assessment of laser-chemically machined surfaces by means of an indirect optical measurement approach and scanning confocal fluorescence microscopy

The manufacturing rate of laser-chemical machining (LCM) is limited to avoid disruptive boiling bubbles in the process fluid. Adjustments to e.g. the laser beam or the fluid properties can increase the removal rate. However, the existing understanding of the surface removal mechanisms is insufficient to ensure the removal quality under these conditions. Thus, near-process measurements of the surface geometry and the surface temperature are required for an improved process modeling. Due to the complex process environment, no suitable in-process measurement technique for the geometry or surface temperature exists so far. This contribution presents an indirect geometry measurement approach based on scanning confocal fluorescence microscopy that is integrated into the LCM plant. As a result, it is shown that the approx. 200 μm deep micro-geometry of laser-chemically processed surfaces can be indirectly measured in-situ, i.e. inside the LCM system. The realized setup is designed in such a way that in future it will be additionally possible to measure the temperature by means of the fluorescence life-time.

Predictive value of the deltoid tuberosity index for assessing the risk of screw cut-out

Abstract Background Reconstruction of the proximal humerus with a locking plate is often the first surgical approach for proximal humerus fractures. Screw cut-out is a common complication and is relevant in osteoporotic bone of older adults. The Deltoid Tuberosity Index (DTI) is an indirect measure for assessing local bone quality and failure rate before surgery, providing important information for surgical planning. This was the first independent, large-sample retrospective analysis of the correlation between local bone density, indirectly measured through the DTI, and screw cut-out. Methods In total, 306 cases of proximal humerus fractures treated with the PHILOS plate (DePuy Synthes, Oberdorf, Switzerland) were retrospectively analyzed. The DTI was measured on anteroposterior x‑rays. The primary endpoint was screw cut-out defined as the intra-articular position of at least one screw associated with a reduction loss after surgery. Results The mean clinical follow-up was 935 days. The DTI varied from 1.10 to 2.28 (average: 1.45). Screw cut-out occurred on average in 8% of the cases and was positively correlated with a DTI of ≤ 1.44 (p = 0.003). However, the rate of cut-out and correlation with DTI varied widely according to age group: for ages 65–80 years, a DTI of ≤ 1.44 increased the cut-out rate from 0% to 17% (p = 0.02); in younger ages (< 65 years) the DTI did not correlate with cut-out and in the oldest group (> 80 years) cut-out rates were high (17–20%) independently of the DTI. Conclusion We confirm the correlation between a DTI of ≤ 1.44 and screw cut-out. High-risk groups for screw cut-out are patients over 65 years with a DTI of ≤ 1.44 or any patient older than 80 years. Applying the DTI in the age group of 65–80 years offers relevant information for surgical planning in the trauma setting via a fast, cheap, and easy-to-use tool. Level of Evidence: Level 3, Retrospective Cohort Study.

Indirect measurement of cutting forces during robotic milling using multiple sensors and a machine learning-based system identifier

Robotic machining has attracted great interest in the fields of aerospace and automotive manufacturing because of its advantages over conventional computer numerical controlled (CNC) machine tools; robotic machining is flexible and can fabricate components with complex (sculpted) geometries and of large dimensions. The principal challenge, however, is the poor structural rigidity of robots, leading to high-level vibration and chatter during machining. The cutting force must be monitored to detect and suppress chatter as well as optimize machining. A practical method is required to measure the cutting force during machining without impeding robot movement. This study presents an indirect method that accurately measures the milling force using an accelerometer located on the spindle and a flange-mounted capacitive force sensor. A Kalman filter was used to compensate for the dynamics between the robot tool center point (TCP) and the location of the accelerometer. In the context of pose-dependent modeling of the dynamics of the robot, a novel machine-learning (ML)-based identifier is presented that rapidly identifies the relevant dynamics (i.e., the modal parameters) without any initial human guesswork. Data from dynamic simulations and experiments were used to train and validate the ML-based identifier. The validation results showed that the identifier rapidly predicted the behaviour of physical systems with an average accuracy of 98.49 % compared to the modal analysis method. Next, the cutting forces were indirectly measured using the acceleration signals and a Kalman filter, developed based on the modal parameters. The forces measured by the proposed method were in good agreement with the reference forces, measured using a table dynamometer; the average peak-to-peak accuracy was 90.17 % for the AC component of the cutting force, and the average time-domain accuracy was 95.27 % when the DC component was also considered.

The project implicit international dataset: Measuring implicit and explicit social group attitudes and stereotypes across 34 countries (2009-2019).

For decades, researchers across the social sciences have sought to document and explain the worldwide variation in social group attitudes (evaluative representations, e.g., young–good/old–bad) and stereotypes (attribute representations, e.g., male–science/female–arts). Indeed, uncovering such country-level variation can provide key insights into questions ranging from how attitudes and stereotypes are clustered across places to why places vary in attitudes and stereotypes (including ecological and social correlates). Here, we introduce the Project Implicit:International (PI:International) dataset that has the potential to propel such research by offering the first cross-country dataset of both implicit (indirectly measured) and explicit (directly measured) attitudes and stereotypes across multiple topics and years. PI:International comprises 2.3 million tests for seven topics (race, sexual orientation, age, body weight, nationality, and skin-tone attitudes, as well as men/women–science/arts stereotypes) using both indirect (Implicit Association Test; IAT) and direct (self-report) measures collected continuously from 2009 to 2019 from 34 countries in each country’s native language(s). We show that the IAT data from PI:International have adequate internal consistency (split-half reliability), convergent validity (implicit–explicit correlations), and known groups validity. Given such reliability and validity, we summarize basic descriptive statistics on the overall strength and variability of implicit and explicit attitudes and stereotypes around the world. The PI:International dataset, including both summary data and trial-level data from the IAT, is provided openly to facilitate wide access and novel discoveries on the global nature of implicit and explicit attitudes and stereotypes.Supplementary InformationThe online version contains supplementary material available at 10.3758/s13428-022-01851-2.

Validation of the Estimated Torques of an Open-chain Kinematic Model of the Human Body

The standing human body is frequently modeled as an inverted double pendulum restricted to a single plane. In order to capture the coordination efforts and interplay between spatial dimensions, the model has to capture motion and joint torques in all spatial dimensions. Our two-segment model covers two degrees of freedom (ML and AP revolutions) at the ankle and the hip level and utilizes the Denavit-Hartenberg convention. This work aimed to validate the model's torque estimation on a diverse group of participants (11 women, 22–56 years, 11 men, 22–61 years). The inverse dynamic calculations provide estimated joint torques for a motion capture recorded trial, while standing on a force platform enables the indirect measurement of ankle torques. A 60-second-long visually guided balancing task was recorded and repeated three times. The estimated and the indirectly measured torques were compared, and offset and variance type errors ( normalized RMSE and R2 ) were analyzed. The R2-values were excellent (R2 > 0.90) 64 out of the 66 cases (97%) for AP torques and 58 out of the 66 cases (88%) for ML torques. Normalized RMSE values were dominantly under the 0.35 value with some outliers. RMSE showed no evident connection with age, body height, body mass, or BMI. An open-chain kinematic model with two segments, following the Denavit-Hartenberg convention, is well suited to estimate the control torque traces of the human body during standing balancing and needs only three tracked positions.

The effect of group membership and individuating information on automatic and deliberate evaluation of well-known people.

People's automatic (unintentional, uncontrollable, and efficient) preference between social groups often determines their automatic preference between unknown individual members of these groups, a prominent example for automatic prejudice. What happens when the person making the judgment has long known the target individuals? Practice might automatize the deliberate judgment of the individuals. Then, if deliberate judgment is nonprejudiced, automatic prejudice might decrease. In 29 studies (total N = 4,907), we compared preferences between a famous member of a dominant social group and a famous member of a stigmatized social group on indirect measures of evaluation that were developed to measure automatic preference and on self-report measures. In most studies, we chose pairs based on prior self-reported preference for the member of the stigmatized group. The measures showed discrepancy, with indirect measures suggesting an automatic preference for the member of the dominant group. We replicated these results with various target individuals, two pairs of social groups (Black/White, old/young), two indirect measures, and in two countries (Studies 1-23). The indirectly measured prodominant preference was stronger when visual characteristics of the group were present rather than absent (Studies 24 and 25), suggesting a stronger effect of group characteristics on automatic than on deliberate preference between the individuals. On self-report and indirect measures, the preferences between individuals were related to the preferences between their groups (Studies 26 and 27) yet also to individuating information (Studies 28 and 29). Our results suggest that group evaluation plays a central role in the automatic evaluation of familiar (and not only novel) members of stigmatized groups. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

On the relationship between right‐wing attitudes, conspiracy beliefs, and intergroup threat: Introducing an indirect measure for intergroup threat

Recent theoretical models stress the importance of both personal and contextual factors in the development of political extremism. One such theory is the Intergroup Threat Theory (ITT) that suggests a relationship between extremism and intergroup threat (i.e., the perception that one's ingroup is threatened by a particular social outgroup). Using an adaptation of the Semantic Misattribution Procedure (SMP), the present research aimed at replicating the results of previous studies using a novel measure. In a first study (N = 88, 77% female), self-reported intergroup threat was significantly and positively related to two types of extreme political attitudes, namely, right-wing authoritarianism and generic conspiracy beliefs. The SMP score, in contrast, was only significantly correlated to right-wing authoritarianism. In a second study, these results were replicated in a larger sample (N = 243, 68% female). Moreover, both self-reported and indirectly measured intergroup threat were related to hostile attitudes and stereotypes against immigrants. When compared to explicit intergroup threat, however, the SMP score was not incremental in the prediction of hostile attitudes against immigrants. These results support the validity of the SMP for the assessment of intergroup threat. Replications should explore the practical utility of the SMP in other samples using additional validation criteria.

Establishment of the method for measuring upper airway critical closing pressure

Objective: To establish a noninvasive method for measuring upper airway critical closing pressure (Pcrit), so as to evaluate collapsibility of the upper airway during sleep. Methods: Pcrit was determined through the use of a noninvasive positive/negative pressure (CPAP/CPNP) ventilator(with independent intellectual property rights) during stageⅡ of non-rapid eye movement sleep. For the direct measurement, Pcrit was the pressure below which the upper airway occluded. For the indirect measurement, nasal pressure was plotted against maximum inspiratory flow (Vimax), and linear regression was used to interpolate the pressure (i.e., Pcrit) at which zero flow occurred. Pcrit was attained from 19 subjects without obstructive sleep apnea syndrome(OSAS), and the correlation between direct and indirect measurement methods was analyzed. Results: Directly measured and indirectly measured Pcrit showed no significant difference [(-7.02±2.74 vs (-7.26±2.96) cmH2O, 1 cmH2O=0.098 kPa; t=1.667, P>0.05] and had a highly significant correlation (r=0.986, P=0.000). Bland-Altman analysis revealed that the mean between-method difference was (0.24±0.53) cmH2O, and 95% limits of agreement ranged from -0.80 to 1.27 cmH2O, and all points except one were within limits of agreement. Conclusion: Pcrit derived from the direct and indirect measurement methods does not differ, and both methods could be used for evaluating the upper airway collapsibility.

Testing the judgment-related account for the extinction of evaluative conditioning

ABSTRACT Evaluative conditioning (EC) effects refer to changes in the liking of a neutral (conditioned) stimulus (CS) due to pairing with an affective (unconditioned) stimulus (US). Some research found that EC effects are resistant to presentations of the CS without the US, whereas other studies found evidence for extinction effects. A recent study found extinction of EC only when participants rated the CS before and after the CS-only presentations, but not when CS evaluation was measured once or indirectly with the evaluative priming task. In two experiments (total N = 2,181), we found no evidence that indirectly measured evaluation is sensitive to extinction, using an indirect evaluation measure with high sensitivity – the Implicit Association Test. However, unlike previous research, we found that evaluation of any stimuli (and not only the CS) before the CS-only presentations decreases self-reported EC effects. Our results are compatible with the conclusion that the extinction of EC is limited to evaluation measured directly. We discuss the theoretical implications of these results, and conclude that the specific conditions (and mechanisms) that change the direct evaluative response are yet to be clarified.

Predictive value of the respiratory exchange ratio for the occurrence of postoperative complications in laparoscopic surgery: a prospective and observational study.

Indirect measurement of the respiratory exchange ratio (RER) has been shown to predict the occurrence of postoperative complications after major open non-cardiac surgery. Our main objective was to demonstrate the ability of the RER, indirectly measured by the anaesthesia respirator, to predict the occurrence of postoperative complications following laparoscopic surgery. We performed an observational, prospective and monocentric study. Haemodynamic and respiratory parameters were collected at several timepoints to calculate the RER by a non-volumetric method: RER = (FetCO2-FiCO2)/(FiO2-FetO2). Fifty patients were prospectively included. Nine patients (18%) had at least one postoperative complication. The mean RER was significantly higher for the subgroup of patients with complications than the subgroup without (1.04 ± 0.27 vs 0.88 ± 0.13, p < 0.05). The RER could predict the occurrence of post-operative complications with an area under the ROC curve of 0.73 (95% CI 0.59-0.85, p = 0.021). The best cut off was 0.98, with a sensitivity of 56% and a specificity of 88%. One hour after insufflation, the FiO2-FetO2 difference was significantly lower and the RER was significantly higher in the complications subgroup than in the subgroup without complications (4.4/-1.6% vs 5.8/-1.2%, p = 0.001 and 0.95 [0.85-1.04] vs 0.83 [0.75-0.92], p = 0.04, respectively). The RER measured during laparoscopic surgery can predict the occurrence of postoperative complications.Trial registration The objectives and procedures of the study was registered at Clinicaltrials.gov (NCT03751579); date: November 23, 2018.

Constraining electroweak penguin graph contributions in measurements of the CKM phase alpha using B→ππ and B→ρρ decays

The unitarity of the Cabibbo-Kobayashi-Maskawa (CKM) matrix has been well established by both direct and indirect measurements without any evidence of discrepancy. The CKM weak phase $\alpha$ is directly measured using an isospin analysis in $B\rightarrow \pi\pi$ and $B\to \rho\rho$ assuming that electroweak penguin contributions are ignorable. However, electroweak penguins are sensitive to NP, hence, it is important to experimentally estimate their effects. We determine the size of both electroweak penguin and isospin amplitudes, directly from $B\rightarrow \pi\pi$ and $B\to \rho\rho$ experimental data, using in addition the indirectly measured value of $\alpha$. We find that electroweak penguin contribution are indeed small and agree with SM expectations within $1\sigma$. We also find that there is a mild enhancement of the $\Delta I=\tfrac{1}{2}$ transition amplitude.

Evaluation of dynamic tensile strength of concrete using lattice-based simulations of spalling tests

The mechanical properties and failure modes of concrete are affected by strain rate. Therefore, various experimental methods have been used to quantify the strain-rate dependency of concrete properties, such as the spalling test by using a Hopkinson bar. In the test, pullback velocity at the free-end surface of the specimen is usually measured to evaluate the dynamic tensile strength of concrete, instead of directly measuring the critical stresses at the damaged location(s) due to experimental constraints. Herein, such indirect measurements of tensile strength are compared with direct determinations of tensile strength based on lattice models of the spalling tests. To represent rate-dependent material behavior, rheological units are introduced within the lattice elements. The parameters of the rheological units are calibrated through comparisons with experimental data. The calibrated values remain unchanged in subsequent simulations, which can be regarded as virtual spalling tests at various high strain rates of loading. The separation of viscous and inertial contributions to apparent tensile strength provides insights into the dependence of actual tensile strength on high strain rates. The simulation results indicate indirectly measured dynamic tensile strength, as commonly done in practice, is sufficiently close to directly measured strength.

A Study on Surface Force Measurement for Contacted Arbitral Two Surfaces —Effect of Surface Roughness, and Indirect Surface Force Measurement Method—

The present paper is intended to show effect of surface roughness on surface force measurement and to demonstrate a newly-proposed indirect surface force measurement using two probes. In the case of hydrogen-terminated and octadecyl-trichloro-silane-coated Si surfaces with micro-mounds, measured surface forces is strongly affected by micro-roughness. The surface force, which varies from 2 μN to 180 μN, is proportional to the logarithm of the curvature radius of the micro-mound. Meanwhile, in the proposed indirect measurement method of surface force, surface force of arbitrary two surface is calculated on the basis of modified JKR and Fowkes theories with surface forces measured by two kinds of probes. The authors prepared a specialized OTS-coated probe as well as a standard glass probe to verify validity of the indirect surface force measurement. For a case of surface force between Si and APTES surfaces, the indirectly measured value reasonably corresponds to the directly measured value. It is confirmed that the proposed method is effective for surface force evaluation for arbitrary two surfaces without probe coating.

Producing liquidity

National accounting standards have included some form of indirect measurement of financial services since 1953. In the late 1970s and 1980s Donovan, Barnett, and Hancock provided a theoretical framework for these measurements, and national accounting standards, the System of National Accounts—SNA—since 1993 have adopted a methodology called FISIM (Financial Intermediation Services Indirectly Measured) resembling these economists’ user cost approach to measuring financial services. National accountants have been struggling since 1993 with how a key component of the calculation—the reference rate of interest—should be determined. Further, over the last several years a critique of the SNA by Basu, Inklaar, Wang, and others has concluded that the standards overstate the importance of financial services in GDP because they include remuneration for risk in the returns on the financial instruments, allowing financing to affect the operating surplus and value added of banks, which are highly leveraged. However, the critics’ solution has the regrettable side effect of purging liquidity services from the SNA production account. We determine the SNA reference rate of interest as the financial entity’s cost of capital. While we agree that financing (leverage) should not have the impact it has on bank value added under the most recent SNA standards, we find that it is the narrow scope of the financial instrument and unit coverage of the calculation rather than the inclusion of risk remuneration that is the source of the problem. We shed some light on the implications of the cost of capital reference rate and broader instrument coverage using US data for 2001–2011, a period bracketing the 2008–2009 financial crisis.

The Relation Between Evaluation and Racial Categorization of Emotional Faces

Prior research has found that indirectly measured preference for White people over Black people is positively related to categorizing angry racially ambiguous faces as Black. This past work found no evidence that directly measured racial preferences predict this racial categorization bias (RCB), suggesting that the RCB could be a unique and easily administered tool for investigating automatic evaluation and validating automatic evaluation measures. In two studies (total N > 7,000), using structural equation models that account for error variance, multiple indirect evaluation measures were uniquely related to the RCB, thus bolstering their predictive validity. However, the RCB also correlated with self-reported evaluation, leaving psychologists without a robust, replicable outcome uniquely related to automatic evaluation. The lack of such an outcome hinders theoretical and practical progress in research on implicit social cognition.

Designing optimal speed control with observer using integrated battery-electric vehicle (IBEV) model for energy efficiency

This paper develops an optimal speed control using a linear quadratic integral (LQI) control standard with/without an observer in the system based on an integrated battery-electric vehicle (IBEV) model. The IBEV model includes the dynamics of the electric motor, longitudinal vehicle, inverter, and battery. The IBEV model has one state variable of indirectly measured and unobservable, but the system is detectable. The objectives of this study were: (a) to create a speed control that gets the exact solution for a system with one indirect measurement and unobservable state variable; and (b) to create a speed control that has the potential to make a more efficient energy system. A full state feedback LQI controller without an observer is used as a benchmark. Two output feedback LQI controllers are designed; including one controller uses an order-4 observer and the other uses an order-5 observer. The order-4 observer does not include the battery state of charge as an observer state whereas the order-5 observer is designed by making all the state variable as the observer state and using the battery state of charge as an additional system output. An electric passenger minibus for public transport with 1500 kg weight was used as the vehicle model. Simulations were performed when the vehicle moves in a flat surface with the increased speed from stationary to 60 km/h and moves according to standard NEDC driving profile. The simulation results showed that both the output feedback LQI controllers provided similar speed performance as compared to the full state feedback LQI controller. However, the output feedback LQI controller with the order-5 observer consumed less energy than with the order-4 observer, which is about 10% for NEDC driving profile and 12% for a flat surface. It can be concluded that the LQI controller with order-5 observer gives better energy efficiency than the LQI controller with order-4 observer

Tree growth performance and estimation of wood quality in plantation trials for Maesopsis eminii and Shorea spp.

Plantations of tropical species are becoming an increasingly important source of wood. However, it is important that research trials focus not only on tree growth performance, but also on wood quality. The aims of this study were to assess the growth performance of six commercially and ecologically important tree species from separate plantation trials in Indonesia and to determine the relationships between tree growth and wood quality in terms of the dynamic modulus of elasticity (MOE) and wood density. Forty-eight 7-year Maesopsis eminii Engl. and thirty-five 9-year specimens (7 each of 5 Shorea spp.) were selected from two trials. The MOE, based on acoustic velocity, was indirectly measured to evaluate wood stiffness. Tree-growth performance was evaluated, and correlations between growth traits and acoustic velocity as well as density and wood stiffness properties were estimated. The growth performance of M. eminii in terms of tree volume was significantly different in three different categories of growth (i.e. fast, medium, slow). Of the five Shorea spp. studied, Shorea leprosula Miq. had the highest growth rate, as expected since it is known to be a fast-growing Shorea species. Indirect measurement of wood quality by means of non-destructive ultrasonic methods showed a weak negative correlation between tree volume and acoustic velocity and dynamic MOE. Although each fast-growing tree could reach a merchantable size faster than other varieties or species, wood traits of various species tested were not significantly different based on tree growth rate performance. The findings from this study could be used to improve selection criteria in future breeding trials; indirect measurements of the dynamic modulus of elasticity can be used in mass pre-selection of genetic materials, to choose the most-promising material for in-depth evaluation.

Prevalence of pseudonatremia in a clinical laboratory - role of the water content.

Sodium concentration is a frequently used marker to discriminate between differential diagnoses or for clinical follow-up. Pseudonatremia, as a result of indirect ion-selective electrode (ISE) measurements in automated chemistry analyzers, can lead to incorrect diagnosis and treatment. We investigated whether the estimated water content, based on total protein and lipid concentrations, can be used to reduce diagnoses of pseudonatremia. Indirect and direct ISE measurements of sodium were compared in blood samples from intensive care unit (ICU) (n = 98) and random non-ICU patients (n = 100). Differences between direct measurements using whole blood and lithium-heparin plasma were also determined. Water content, estimated by a linear combination of total protein and lipid concentrations, was used to correct indirectly measured sodium concentrations. The prevalence of pseudonatremia was evaluated in the ICU patient group. An absolute difference of 3 mmol/L was observed between direct measurements using lithium-heparin plasma and whole blood, with higher concentrations in plasma. Additionally, we observed that differences between indirect and direct measurements displayed a linear relationship with the estimated water content. The prevalence of pseudohypernatremia after indirect measurements (32%) was reduced when measurements were corrected for water content (19%). In critically ill patients, sodium concentrations should be preferably measured by direct measurements. Whole blood is the preferred material for these measurements. For routine sodium analyses in other patients, correction using the estimated water content appears promising in reducing the prevalence of pseudohypernatremia by indirect measurements.

Direct Versus Indirect Measurement of Digit Ratio (2D:4D)

Digit ratio (2D:4D: the relative lengths of the second and fourth digits) is widely used as a correlate of prenatal sex steroids. There are two common methods of measuring 2D:4D, the direct method and the indirect method. The modern interest in 2D:4D began 16 years ago when finger lengths were measured directly, but many studies now report 2D:4D calculated from indirectly measured fingers from photocopies or scans. However, there are concerns about the accuracy of the latter in comparison to the former. The purpose of this article was twofold: to review these concerns and to add new data to the debate. Our review shows that in 2005, directional effects in indirect 2D:4D were reported such that direct 2D:4D &gt; indirect 2D:4D. This finding was challenged by a 2006 report that direct 2D:4D was lower (not higher) than indirect 2D:4D for male right-hand 2D:4D. Two further studies from the same group have claimed that indirect 2D:4D may be lower, higher, or comparable to direct 2D:4D. More recent comparisons of direct 2D:4D versus indirect 2D:4D and a meta-analysis of Chinese studies have replicated the finding of direct 2D:4D &gt; indirect 2D:4D. We considered an additional sample and found significant direct 2D:4D &gt; indirect 2D:4D for three of four ratios. The overall literature is discussed within the context of standards of research (sample size) and publishing (clarity of report). It is concluded that direct 2D:4D does tend to be greater than indirect 2D:4D. Implications for comparative studies and other aspects of research in 2D:4D are discussed.

Estimating belowground biomass and root/shoot ratio of Phillyrea latifolia L. in the Mediterranean forest landscapes

This study developed and tested models to predict the belowground biomass and root/shoot ratio using aboveground field measures. The predictive power of such indirect measurement is useful for a rapid and reliable assessment of the biomass of the Mediterranean species. Forest biomass estimation has been simplified by the availability of indirect methodologies for automatic measuring. However, most of the information on forest root systems is largely unexplored due to the difficulty in estimating belowground biomass (BGB) at large scale. A plausible approach to investigating forest BGB is to establish a relationship between a number of dendrometric parameters related to the aboveground vegetation (AGB) (e.g., tree diameter and height) and the belowground component of the total biomass. This work presents findings for indirect measurements of BGB in the typical Mediterranean landscapes focusing on sclerophyllous vegetation, specifically Phillyrea latifolia L. The purpose of the present study is twofold: (a) to develop a model explaining the BGB distribution of P. latifolia based on field data for dendrometric parameters, and (b) to understand how the ratio between BGB and AGB varies according to stem diameter as a proxy of plant growth. A total of 50 P. latifolia plants were randomly selected in the study areas and considered for excavation. Individual plants were analyzed to determine AGB and BGB development. A number of models were developed and tested to predict the BGB and root/shoot ratio using aboveground field measures. Allometric equations were employed to predict the AGB and BGB and relative partitioning in the Phillyrea community. Models for P. latifolia AGB and BGB estimation that include crown diameter and stem height measures augment the models’ predictive power. When used alone, the predictive power of the root collar diameter appears to be overestimated, while its effect is stronger for a subset of observations with larger crown diameter and stem height. The root/shoot ratio values of plant species typically related to the Mediterranean context seem to be largely superior to the ratio values of trees and forests. The model is ideally suited to incorporate indirectly measured tree height for a rapid and reliable assessment of the biomass of single Mediterranean species. Further research might include replication of the same studies in different geographic areas of the Mediterranean and in-depth analyses of AGB.